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【影视】 [FreeCourseSite.com] Udemy - PyTorch for Deep Learning in 2023 Zero to Mastery

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5. PyTorch Computer Vision/22. Model 2 Coding Our First Convolutional Neural Network with PyTorch.mp4 218.5 MB
10. PyTorch Paper Replicating/37. Bringing Our Own Vision Transformer to Life - Part 1 Gathering the Pieces.mp4 200.1 MB
10. PyTorch Paper Replicating/36. Creating a Transformer Encoder Layer with In-Built PyTorch Layer.mp4 197.9 MB
11. PyTorch Model Deployment/23. Creating a Function to Make and Time Predictions with Our Models.mp4 194.8 MB
11. PyTorch Model Deployment/49. Training Food Vision Big Our Biggest Model Yet!.mp4 193.2 MB
3. PyTorch Workflow/15. Reviewing the Steps in a Training Loop Step by Step.mp4 186.1 MB
6. PyTorch Custom Datasets/14. Writing a PyTorch Custom Dataset Class from Scratch to Load Our Images.mp4 184.8 MB
5. PyTorch Computer Vision/25. Mode 2 Using a Trick to Find the Input and Output Shapes of Each of Our Layers.mp4 183.3 MB
10. PyTorch Paper Replicating/23. Creating the Patch Embedding Layer with PyTorch.mp4 178.3 MB
6. PyTorch Custom Datasets/18. Exploring State of the Art Data Augmentation With Torchvision Transforms.mp4 174.4 MB
7. PyTorch Going Modular/9. Creating a Training Script to Train Our Model in One Line of Code.mp4 173.6 MB
10. PyTorch Paper Replicating/44. Getting a Pretrained Vision Transformer from Torchvision and Setting it Up.mp4 172.8 MB
10. PyTorch Paper Replicating/30. Turning Equation 2 into Code.mp4 171.8 MB
5. PyTorch Computer Vision/23. Model 2 Breaking Down Conv2D Step by Step.mp4 170.6 MB
11. PyTorch Model Deployment/56. Deploying Food Vision Big to Hugging Face Spaces.mp4 170.4 MB
3. PyTorch Workflow/18. Reviewing What Happens in a Testing Loop Step by Step.mp4 169.4 MB
4. PyTorch Neural Network Classification/10. Loss Function Optimizer and Evaluation Function for Our Classification Network.mp4 168.9 MB
5. PyTorch Computer Vision/31. Making Predictions and Importing Libraries to Plot a Confusion Matrix.mp4 168.6 MB
8. PyTorch Transfer Learning/12. Freezing the Base Layers of Our Model and Updating the Classifier Head.mp4 168.5 MB
10. PyTorch Paper Replicating/16. Calculating the Input and Output Shape of the Embedding Layer by Hand.mp4 168.4 MB

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【压缩文件】 Modern Computer Vision PyTorch, Tensorflow2 Keras and OpenCV4__2022-02udemy

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02 Download Code and Setup Colab/1 Modern Computer Vision__2022-02-25.7z 120.8 MB
16 Visualizing What CNN's Learn/6 Filter and Class Maximization.mkv 3.4 MB
18 Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/2 Loading Pre-Trained Networks in PyTorch (ResNets, DenseNets, MobileNET, VGG19).mkv 3.2 MB
09 OpenCV Projects/06 Neural Style Transfer with OpenCV.mkv 2.9 MB
26 Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/5 DeepFace - Age, Gender, Emotion, Ethnicity and Face Recognition.mkv 2.7 MB
18 Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/1 Implementing LeNet and AlexNet in Keras.mkv 2.7 MB
04 OpenCV - Image Segmentation/2 Moments, Sorting, Approximating and Matching Contours.mkv 2.7 MB
22 Google DeepStream and Neural Style Transfer/5 Neural Style Transfer in Keras.mkv 2.7 MB
21 Transfer Learning and Fine Tuning/4 Keras Feature Extraction.mkv 2.5 MB
04 OpenCV - Image Segmentation/1 Contours - Drawing, Hierarchy and Modes.mkv 2.4 MB
09 OpenCV Projects/03 OCR with PyTesseract and EasyOCR (Text Detection).mkv 2.4 MB
29 Gun Detector - Scaled-YOLOv4/1 Gun Detector - Scaled-YOLOv4.mkv 2.4 MB
18 Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/3 Loading Pre-Trained Networks in Keras (ResNets, DenseNets, MobileNET, VGG19).mkv 2.4 MB
19 Using Callbacks in Keras and PyTorch/2 Cats vs Dogs Classifier Using Callbacks in PyTorch.mkv 2.3 MB
24 Generative Adversarial Networks (GANs)/5 Keras DCGAN with MNIST.mkv 2.2 MB
19 Using Callbacks in Keras and PyTorch/3 Cats vs Dogs Classifier Using Callbacks in Keras.mkv 2.2 MB
21 Transfer Learning and Fine Tuning/5 PyTorch Fine Tuning.mkv 2.2 MB
03 OpenCV - Image Operations/09 Thresholding, Binarization and Adaptive Thresholding.mkv 2.2 MB
16 Visualizing What CNN's Learn/3 Keras Filter Visualization and Activations.mkv 2.1 MB
03 OpenCV - Image Operations/06 Scaling, Re-sizing, Interpolations and Cropping.mkv 2.1 MB

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【压缩文件】 Pluralsight Path. Building Deep Learning Solutions with PyTorch (2020)

收录时间:2022-05-06 文档个数:744 文档大小:2.9 GB 最近下载:2025-05-15 人气:5160 磁力链接

B1. Image Classification with PyTorch (Janani Ravi, 2019)/exercise.7z 164.3 MB
C3. Deploying PyTorch Models in Production. PyTorch Playbook (Janani Ravi, 2019)/4. Implementing Distributed Training on Multiple Machines/7. Running Distributed Training Using the PyTorch Estimator.mp4 26.2 MB
A3. Using PyTorch in the Cloud. PyTorch Playbook (Janani Ravi, 2019)/3. Creating PyTorch Solutions on Azure/07. Distributed Training in PyTorch Using the Horovod Framework.mp4 23.8 MB
C1. Expediting Deep Learning with Transfer Learning. PyTorch Playbook (Janani Ravi, 2019)/2. Getting Started with Transfer Learning/12. Exploring Pre-trained Models in PyTorch.mp4 22.1 MB
C2. Predictive Analytics with PyTorch (Janani Ravi, 2020)/4. Implementing Predictive Analytics with User Preference Data/13. Demo - The Train Helper Function.mp4 21.3 MB
B3. Natural Language Processing with PyTorch (Janani Ravi, 2019)/6. Performing Language Translation Using Sequence-to-Sequence Models/09. Training the Sequence-2-Sequence Model Using Teacher Forcing.mp4 21.0 MB
A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/07. Installing PyTorch with CPU Support Using Conda.mp4 20.1 MB
B3. Natural Language Processing with PyTorch (Janani Ravi, 2019)/3. Performing Binary Text Classification Using Words/06. Using Torchtext to Process Text Data.mp4 19.7 MB
A3. Using PyTorch in the Cloud. PyTorch Playbook (Janani Ravi, 2019)/2. Creating PyTorch Solutions on AWS/15. Instantiating a Deep Learning VM.mp4 19.5 MB
C3. Deploying PyTorch Models in Production. PyTorch Playbook (Janani Ravi, 2019)/2. Persisting and Loading PyTorch Models/10. Exporting a Model to ONNX and Loading in Caffe2.mp4 19.2 MB
C2. Predictive Analytics with PyTorch (Janani Ravi, 2020)/3. Implementing Predictive Analytics with Text Data/7. Demo - Defining the RNN.mp4 19.1 MB
C2. Predictive Analytics with PyTorch (Janani Ravi, 2020)/2. Implementing Predictive Analytics with Numeric Data/12. Demo - Building and Training Custom Neural Networks for Classification.mp4 19.1 MB
A3. Using PyTorch in the Cloud. PyTorch Playbook (Janani Ravi, 2019)/2. Creating PyTorch Solutions on AWS/08. Prototyping a PyTorch Model on SageMaker Notebooks.mp4 19.1 MB
A3. Using PyTorch in the Cloud. PyTorch Playbook (Janani Ravi, 2019)/2. Creating PyTorch Solutions on AWS/11. Distributed Training in PyTorch.mp4 18.6 MB
B3. Natural Language Processing with PyTorch (Janani Ravi, 2019)/5. Performing Sentiment Analysis Using Word Embeddings/07. Data Cleaning and Preparation.mp4 18.5 MB
A3. Using PyTorch in the Cloud. PyTorch Playbook (Janani Ravi, 2019)/2. Creating PyTorch Solutions on AWS/07. Creating a SageMaker Notebook Instance.mp4 18.2 MB
B1. Image Classification with PyTorch (Janani Ravi, 2019)/4. Introducing Convolutional Neural Networks/7. Applying Convolutional and Pooling Layers.mp4 18.1 MB
A3. Using PyTorch in the Cloud. PyTorch Playbook (Janani Ravi, 2019)/3. Creating PyTorch Solutions on Azure/08. Instantiating the PyTorch Estimator for Distributed Training.mp4 18.1 MB
C3. Deploying PyTorch Models in Production. PyTorch Playbook (Janani Ravi, 2019)/5. Deploying PyTorch Models to Production/7. Creating and Using a Clipper Cluster for Prediction.mp4 17.9 MB
A3. Using PyTorch in the Cloud. PyTorch Playbook (Janani Ravi, 2019)/4. Creating PyTorch Solutions on the Google Cloud Platform/3. Setting up a Cloud Datalab VM.mp4 17.7 MB

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【压缩文件】 [ FreeCourseWeb.com ] PluralSight - Image Classification with PyTorch.zip

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[ FreeCourseWeb.com ] PluralSight - Image Classification with PyTorch.zip 515.3 MB

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【其他】 [NulledPremium.com] PyTorch Computer

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PyTorch Computer Vision Cookbook by Michael Avendi .mobi 37.7 MB
PyTorch Computer Vision Cookbook by Michael Avendi .pdf 23.9 MB
PyTorch Computer Vision Cookbook by Michael Avendi .epub 20.0 MB
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【影视】 [ FreeCourseWeb.com ] Udemy - Generative A.I., from GANs to CLIP, with Python and Pytorch

收录时间:2022-04-09 文档个数:153 文档大小:3.1 GB 最近下载:2025-05-16 人气:2859 磁力链接

~Get Your Files Here !/01 The generative revolution/007 Navigating latent spaces.mp4 111.7 MB
~Get Your Files Here !/03 Coding an advanced generative architecture/008 Coding_ Understanding convolutions.mp4 109.5 MB
~Get Your Files Here !/02 Coding a basic generative architecture/003 Understanding Cross Entropy in depth.mp4 100.4 MB
~Get Your Files Here !/04 Generating images from text by combining two advanced architectures/013 Coding_ running the training.mp4 97.5 MB
~Get Your Files Here !/04 Generating images from text by combining two advanced architectures/015 Coding_ creating a video of the interpolations and general review.mp4 93.6 MB
~Get Your Files Here !/03 Coding an advanced generative architecture/013 Coding_ Declaring dataset, dataloader and optimizers.mp4 89.2 MB
~Get Your Files Here !/01 The generative revolution/006 Latent spaces and representation learning.mp4 88.9 MB
~Get Your Files Here !/03 Coding an advanced generative architecture/009 Coding_ The generator class.mp4 87.4 MB
~Get Your Files Here !/04 Generating images from text by combining two advanced architectures/002 Multimodal generation, an incredible adventure.mp4 86.6 MB
~Get Your Files Here !/04 Generating images from text by combining two advanced architectures/008 Coding_ encode the text prompts through CLIP.mp4 68.2 MB
~Get Your Files Here !/03 Coding an advanced generative architecture/024 Coding_ morphing between points in latent space.mp4 68.2 MB
~Get Your Files Here !/01 The generative revolution/009 Benefits and possibilities of Generative A.I.mp4 67.8 MB
~Get Your Files Here !/01 The generative revolution/008 GANS_ Generative Adversarial Networks.mp4 67.4 MB
~Get Your Files Here !/03 Coding an advanced generative architecture/018 Coding_ stats and fixing issues.mp4 64.9 MB
~Get Your Files Here !/01 The generative revolution/004 The present and future of A.I is generative.mp4 63.7 MB
~Get Your Files Here !/04 Generating images from text by combining two advanced architectures/017 Coding_ Davinci Sfumato_ Tweaking the code to create a new kind of texture.mp4 62.2 MB
~Get Your Files Here !/04 Generating images from text by combining two advanced architectures/006 Coding_ Setting up the Generative transformer model.mp4 60.6 MB
~Get Your Files Here !/04 Generating images from text by combining two advanced architectures/018 Coding_ Davinci Sfumato_ reflecting about the process.mp4 59.3 MB
~Get Your Files Here !/02 Coding a basic generative architecture/007 Coding_ importing libraries and declaring a visualization function.mp4 59.0 MB
~Get Your Files Here !/01 The generative revolution/003 The generative revolution_ coming home.mp4 58.7 MB

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【影视】 [ FreeCourseWeb.com ] Pytorch - Advanced Deep Learning (Computer Vision, DataAug)

收录时间:2022-04-09 文档个数:128 文档大小:1.5 GB 最近下载:2025-05-15 人气:2841 磁力链接

~Get Your Files Here !/02 Data Science in Numpy & Pytorch (code) - Background/001 Data Science in Numpy - Part1 (Code).mp4 123.5 MB
~Get Your Files Here !/13 SupCon & SimCLR (Code)/002 Mocking SimCLR(Code).mp4 60.4 MB
~Get Your Files Here !/05 SOTA Data augmentation (Hands On)/005 CutMix (Code).mp4 57.2 MB
~Get Your Files Here !/04 Faiss & Image Search (Hands on)/001 Image Search(Basic & Cluster).mp4 56.5 MB
~Get Your Files Here !/11 PEARL and NPILD (code)/001 NCE & Memory Bank (Code).mp4 55.8 MB
~Get Your Files Here !/03 Pytorch AutoGrad/001 Pytorch AutoGrad.mp4 47.1 MB
~Get Your Files Here !/13 SupCon & SimCLR (Code)/003 SimClr and Supervised Contrastive Learning (Code).mp4 47.0 MB
~Get Your Files Here !/11 PEARL and NPILD (code)/002 Network and Training NPILD & Pearl (Code).mp4 42.2 MB
~Get Your Files Here !/09 Non-Parametric Instance Level Discrimination(NPILD) (hands on)/001 Non-Parametric Instance-level Discrimination & Metric learning approach.mp4 41.2 MB
~Get Your Files Here !/01 Introduction/001 Why Should You Take This Course_.mp4 36.4 MB
~Get Your Files Here !/04 Faiss & Image Search (Hands on)/004 Basic Image Search With pertained Resnet (cifar-10 dataset) (Code).mp4 34.1 MB
~Get Your Files Here !/04 Faiss & Image Search (Hands on)/003 Basic Image Search (Code).mp4 34.0 MB
~Get Your Files Here !/02 Data Science in Numpy & Pytorch (code) - Background/003 Data Science in Pytorch - Part 2(Code).mp4 34.0 MB
~Get Your Files Here !/13 SupCon & SimCLR (Code)/001 Supervised Contrastive Learning.mp4 32.5 MB
~Get Your Files Here !/01 Introduction/003 Applications.mp4 31.9 MB
~Get Your Files Here !/03 Pytorch AutoGrad/002 Custom CNN in Pytorch.mp4 31.7 MB
~Get Your Files Here !/10 PEARL/004 PEARL Results.mp4 31.7 MB
~Get Your Files Here !/15 Bonus Lectures/001 Vissl & Albumentations.mp4 31.6 MB
~Get Your Files Here !/05 SOTA Data augmentation (Hands On)/006 RandAugment.mp4 30.2 MB
~Get Your Files Here !/09 Non-Parametric Instance Level Discrimination(NPILD) (hands on)/008 Non Parametric Softmax (CrossEntropy) (Code).mp4 30.0 MB

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【影视】 [ DevCourseWeb.com ] Udemy - Computer Vision and Deep Learning A-Z - Opencv Pytorch python

收录时间:2022-04-06 文档个数:67 文档大小:428.1 MB 最近下载:2025-05-15 人气:4429 磁力链接

~Get Your Files Here !/5. Object Detecting and tracking/3. Automatic Number Plate Detection and Recognition.mp4 53.7 MB
~Get Your Files Here !/3. Image Similarity Calculation/1. Image Similarity Calculation Code Implementation.mp4 47.8 MB
~Get Your Files Here !/5. Object Detecting and tracking/4. Face Detection using harcaschade.mp4 43.8 MB
~Get Your Files Here !/2. Basic Image Processing Operations/4. Customize Shape Drawing fillConvexPoly, fillPoly.mp4 40.3 MB
~Get Your Files Here !/4. Morphological image processing/1. Erosion and Dilation of images.mp4 37.8 MB
~Get Your Files Here !/2. Basic Image Processing Operations/1. Drawing With OpenCV.mp4 31.4 MB
~Get Your Files Here !/1. Introduction/5. ReadFeedFromVideo.mp4 22.7 MB
~Get Your Files Here !/5. Object Detecting and tracking/1. Find and Determine the shape of object using Contours in OpenCV.mp4 22.1 MB
~Get Your Files Here !/1. Introduction/4. Read Feed From Camara.mp4 21.0 MB
~Get Your Files Here !/5. Object Detecting and tracking/2. Image Masking.mp4 20.8 MB
~Get Your Files Here !/2. Basic Image Processing Operations/2. ImageTranslation.mp4 19.0 MB
~Get Your Files Here !/1. Introduction/1. What is an Image.mp4 18.6 MB
~Get Your Files Here !/1. Introduction/3. Converting Image to GayImage.mp4 15.5 MB
~Get Your Files Here !/1. Introduction/2. Reading an Image.mp4 10.2 MB
~Get Your Files Here !/2. Basic Image Processing Operations/3. ImageRotation.mp4 10.0 MB
~Get Your Files Here !/5. Object Detecting and tracking/HarrCascade/haarcascade_frontalface_alt_tree.xml 2.7 MB
~Get Your Files Here !/5. Object Detecting and tracking/HarrCascade/haarcascade_frontalface_default.xml 930.1 kB
~Get Your Files Here !/5. Object Detecting and tracking/carnumberplate/Cars2.png 913.9 kB
~Get Your Files Here !/5. Object Detecting and tracking/HarrCascade/haarcascade_profileface.xml 828.5 kB
~Get Your Files Here !/5. Object Detecting and tracking/HarrCascade/haarcascade_upperbody.xml 785.8 kB

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【影视】 GetFreeCourses.Co-Udemy-Deep Learning with PyTorch for Medical Image Analysis

收录时间:2022-04-04 文档个数:92 文档大小:3.9 GB 最近下载:2025-05-15 人气:2146 磁力链接

8. Pneumonia-Classification/7. Interpretability.mp4 128.1 MB
5. CNN - Convolutional Neural Networks/11. MNIST with CNN - Code Along - Part One.mp4 106.9 MB
1. Introduction/2. Installation and Environment Setup.mp4 103.9 MB
5. CNN - Convolutional Neural Networks/3. ANN with MNIST - Part One - Data.mp4 102.6 MB
5. CNN - Convolutional Neural Networks/15. Using GPUs for PyTorch.mp4 101.2 MB
9. Cardiac-Detection/6. Train-02-Model-Creation.mp4 100.3 MB
5. CNN - Convolutional Neural Networks/14. Why do we need GPUs.mp4 97.5 MB
7. Data Formats in Medical Imaging/3. DICOM-in-Python.mp4 93.3 MB
5. CNN - Convolutional Neural Networks/12. MNIST with CNN - Code Along - Part Two.mp4 91.8 MB
8. Pneumonia-Classification/2. Preprocessing.mp4 90.2 MB
8. Pneumonia-Classification/4. Train-02-Model-Creation.mp4 86.8 MB
3. Machine Learning Concepts Overview/4. Evaluating Performance - Classification Error Metrics.mp4 86.5 MB
5. CNN - Convolutional Neural Networks/5. ANN with MNIST - Part Three - Training.mp4 82.0 MB
5. CNN - Convolutional Neural Networks/7. Image Filters and Kernels.mp4 75.8 MB
8. Pneumonia-Classification/3. Train-01-Data-Loading.mp4 73.2 MB
9. Cardiac-Detection/2. 02-Preprocessing.mp4 70.1 MB
4. PyTorch Basics/3. Tensor Basics-Part Two.mp4 70.1 MB
7. Data Formats in Medical Imaging/6. Preprocessing.mp4 68.2 MB
10. Atrium-Segmentation/6. UNet.mp4 67.6 MB
10. Atrium-Segmentation/9. Train-03-Evaluation.mp4 66.5 MB

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【其他】 [ DevCourseWeb.com ] Machine Learning with PyTorch and Scikit-Learn - Develop machine learning and deep learning models with Python

收录时间:2022-03-16 文档个数:411 文档大小:484.0 MB 最近下载:2025-05-15 人气:5394 磁力链接

~Get Your Files Here !/9781801819312_Code/git/objects/pack/pack-0f48181b8b0c051c40c7d403bfb95ecde41a358a.pack 164.0 MB
~Get Your Files Here !/9781801819312_Code/ch08/movie_data.csv 65.9 MB
~Get Your Files Here !/9781801819312.epub 63.5 MB
~Get Your Files Here !/9781801819312-MACHINELEARNINGWITHPYTORCHANDSCIKITLEARN.pdf 30.7 MB
~Get Your Files Here !/9781801819312_Code/ch18/ch18_part1.ipynb 11.8 MB
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【影视】 [ DevCourseWeb.com ] Udemy - PyTorch The Complete Guide 2022

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~Get Your Files Here !/3. GAN with Pytorch/1. Introduction.mp4 180.7 MB
~Get Your Files Here !/1. Introduction/6. Simple Neural Network with Pytorch Implementation Part 1.mp4 166.7 MB
~Get Your Files Here !/4. NLP with Pytorch/3. Recurrent Neural Network Part 1 Explanation.mp4 165.5 MB
~Get Your Files Here !/1. Introduction/7. Simple Neural Network with Pytorch Implementation Part 2.mp4 156.2 MB
~Get Your Files Here !/2. Image Processing with Pytorch/5. Project Time MNIST Implementation Part 1 Importing libraries and data.mp4 155.9 MB
~Get Your Files Here !/2. Image Processing with Pytorch/10. Project Time MNIST Implementation Part 6.mp4 152.0 MB
~Get Your Files Here !/2. Image Processing with Pytorch/9. Project Time MNIST Implementation Part 5.mp4 137.9 MB
~Get Your Files Here !/3. GAN with Pytorch/6. GAN Project Fully Connected Network and results.mp4 136.6 MB
~Get Your Files Here !/3. GAN with Pytorch/4. GAN Project Discriminator Construction.mp4 116.3 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/3. Introduction to the agent, environment, action and observation.mp4 105.9 MB
~Get Your Files Here !/3. GAN with Pytorch/3. GAN Project Generator Construction.mp4 103.8 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/12. Cart Pole Implementation Part 2.mp4 100.8 MB
~Get Your Files Here !/4. NLP with Pytorch/9. Language Model Implementation Part 1.mp4 97.7 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/16. Developing hill climbing part 2.mp4 97.3 MB
~Get Your Files Here !/4. NLP with Pytorch/2. Recurrent Neural Network Implementation Part 1.mp4 95.7 MB
~Get Your Files Here !/4. NLP with Pytorch/4. Recurrent Neural Network Implementation Part 2.mp4 95.5 MB
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