23 OCT 2025 - We are back! If you have been following us over the last few years, you will know that the last 2 months have been rough. We website was practically not loading. Sorry for the mess. We are back though and everything should run smoothly now. New servers. Updated domains. And new owners. We invite you all to start uploading torrents again!
~Get Your Files Here !/01 - Introduction/01 - Prerequisites.mp4
1.6 MB
~Get Your Files Here !/01 - Introduction/01 - Prerequisites.srt
1.7 KB
~Get Your Files Here !/01 - Introduction/02 - What is JAX.mp4
5.6 MB
~Get Your Files Here !/01 - Introduction/02 - What is JAX.srt
6 KB
~Get Your Files Here !/01 - Introduction/03 - Why use JAX.mp4
9.7 MB
~Get Your Files Here !/01 - Introduction/03 - Why use JAX.srt
10.2 KB
~Get Your Files Here !/01 - Introduction/04 - Choosing JAX.mp4
3.9 MB
~Get Your Files Here !/01 - Introduction/04 - Choosing JAX.srt
4.3 KB
~Get Your Files Here !/01 - Introduction/05 - JAX vs. TensorFlow vs. PyTorch.mp4
7.4 MB
~Get Your Files Here !/01 - Introduction/05 - JAX vs. TensorFlow vs. PyTorch.srt
6.4 KB
~Get Your Files Here !/01 - Introduction/06 - Getting set up with Colab.mp4
4.2 MB
~Get Your Files Here !/01 - Introduction/06 - Getting set up with Colab.srt
4 KB
~Get Your Files Here !/02 - 1. Working with JAX Arrays/01 - JAX arrays.mp4
7.8 MB
~Get Your Files Here !/02 - 1. Working with JAX Arrays/01 - JAX arrays.srt
7.3 KB
~Get Your Files Here !/02 - 1. Working with JAX Arrays/02 - JAX arrays and NumPy arrays Similarities.mp4
9.3 MB
~Get Your Files Here !/02 - 1. Working with JAX Arrays/02 - JAX arrays and NumPy arrays Similarities.srt
7.9 KB
~Get Your Files Here !/02 - 1. Working with JAX Arrays/03 - JAX arrays and NumPy arrays Differences.mp4
6.1 MB
~Get Your Files Here !/02 - 1. Working with JAX Arrays/03 - JAX arrays and NumPy arrays Differences.srt
4.7 KB
~Get Your Files Here !/02 - 1. Working with JAX Arrays/04 - Asynchronous dispatch and JAX array speed up.mp4
5.8 MB
~Get Your Files Here !/02 - 1. Working with JAX Arrays/04 - Asynchronous dispatch and JAX array speed up.srt
5 KB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/01 - Composable function transformations.mp4
5.5 MB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/01 - Composable function transformations.srt
5.7 KB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/02 - JIT and pure functions.mp4
9 MB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/02 - JIT and pure functions.srt
9.5 KB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/03 - Using JIT.mp4
6.7 MB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/03 - Using JIT.srt
5.6 KB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/04 - Tracer objects in JIT.mp4
10.8 MB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/04 - Tracer objects in JIT.srt
8.3 KB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/05 - Impure functions and JIT IO streams.mp4
3.2 MB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/05 - Impure functions and JIT IO streams.srt
3.2 KB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/06 - Impure functions and JIT Global state.mp4
6.2 MB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/06 - Impure functions and JIT Global state.srt
6.2 KB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/07 - Impure functions and JIT Iterators.mp4
5.3 MB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/07 - Impure functions and JIT Iterators.srt
4.8 KB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/08 - Jaxprs.mp4
4.7 MB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/08 - Jaxprs.srt
4.2 KB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/09 - Control flow statements and JIT.mp4
4.8 MB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/09 - Control flow statements and JIT.srt
5.1 KB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/10 - Static arguments in jitted functions.mp4
6.8 MB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/10 - Static arguments in jitted functions.srt
6.2 KB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/11 - Lambdas and JIT.mp4
3.4 MB
~Get Your Files Here !/03 - 2. Just-in-Time Compilation/11 - Lambdas and JIT.srt
3 KB
~Get Your Files Here !/04 - 3. Automatic Vectorization and Automatic Parallelization/01 - Understanding vectorization and parallelization.mp4
6.6 MB
~Get Your Files Here !/04 - 3. Automatic Vectorization and Automatic Parallelization/01 - Understanding vectorization and parallelization.srt
7.2 KB
~Get Your Files Here !/04 - 3. Automatic Vectorization and Automatic Parallelization/02 - Automatic vectorization.mp4
9.7 MB
~Get Your Files Here !/04 - 3. Automatic Vectorization and Automatic Parallelization/02 - Automatic vectorization.srt
7.1 KB
~Get Your Files Here !/04 - 3. Automatic Vectorization and Automatic Parallelization/03 - Comparing naive and manual batching with automatic vectorization.mp4
12.7 MB
~Get Your Files Here !/04 - 3. Automatic Vectorization and Automatic Parallelization/03 - Comparing naive and manual batching with automatic vectorization.srt
10.2 KB
~Get Your Files Here !/05 - 4. Computing Gradients/01 - Understanding gradient computation.mp4
5.1 MB
~Get Your Files Here !/05 - 4. Computing Gradients/01 - Understanding gradient computation.srt
4.6 KB
~Get Your Files Here !/05 - 4. Computing Gradients/02 - Gradient computation.mp4
5.4 MB
~Get Your Files Here !/05 - 4. Computing Gradients/02 - Gradient computation.srt
4.6 KB
~Get Your Files Here !/05 - 4. Computing Gradients/03 - Higher order gradients.mp4
5.8 MB
~Get Your Files Here !/05 - 4. Computing Gradients/03 - Higher order gradients.srt
5.4 KB
~Get Your Files Here !/05 - 4. Computing Gradients/04 - Jacobians and Hessians.mp4
6 MB
~Get Your Files Here !/05 - 4. Computing Gradients/04 - Jacobians and Hessians.srt
5.1 KB
~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/01 - Understanding pytrees.mp4
4.2 MB
~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/01 - Understanding pytrees.srt
5.6 KB
~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/02 - Simple pytrees.mp4
10.7 MB
~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/02 - Simple pytrees.srt
9.6 KB
~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/03 - Operations on pytrees.mp4
6.2 MB
~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/03 - Operations on pytrees.srt
5.5 KB
~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/04 - Pytree containers.mp4
3.4 MB
~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/04 - Pytree containers.srt
2.5 KB
~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/05 - Custom containers as pytrees.mp4
7 MB
~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/05 - Custom containers as pytrees.srt
5.5 KB
~Get Your Files Here !/07 - 6. Training Simple Neural Networks/01 - Regression using a single neuron Loading and preprocessing data.mp4
8.7 MB
~Get Your Files Here !/07 - 6. Training Simple Neural Networks/01 - Regression using a single neuron Loading and preprocessing data.srt
6.8 KB
~Get Your Files Here !/07 - 6. Training Simple Neural Networks/02 - Regression using a single neuron Helper functions.mp4
6.1 MB
~Get Your Files Here !/07 - 6. Training Simple Neural Networks/02 - Regression using a single neuron Helper functions.srt
4.8 KB
~Get Your Files Here !/07 - 6. Training Simple Neural Networks/03 - Regression using a single neuron Training and evaluating a model.mp4
4.8 MB
~Get Your Files Here !/07 - 6. Training Simple Neural Networks/03 - Regression using a single neuron Training and evaluating a model.srt
4.1 KB
~Get Your Files Here !/07 - 6. Training Simple Neural Networks/04 - Regression using a neural network Helper functions.mp4
10 MB
~Get Your Files Here !/07 - 6. Training Simple Neural Networks/04 - Regression using a neural network Helper functions.srt
8.5 KB
~Get Your Files Here !/07 - 6. Training Simple Neural Networks/05 - Regression using a neural network Training a model and visualizing results.mp4
5.8 MB
~Get Your Files Here !/07 - 6. Training Simple Neural Networks/05 - Regression using a neural network Training a model and visualizing results.srt
4.4 KB
~Get Your Files Here !/07 - 6. Training Simple Neural Networks/06 - Classification using neural network Loading and preprocessing data.mp4
8.2 MB
~Get Your Files Here !/07 - 6. Training Simple Neural Networks/06 - Classification using neural network Loading and preprocessing data.srt
6.5 KB
~Get Your Files Here !/07 - 6. Training Simple Neural Networks/07 - Classification using neural network Training and evaluating model.mp4
10.2 MB
~Get Your Files Here !/07 - 6. Training Simple Neural Networks/07 - Classification using neural network Training and evaluating model.srt
8.2 KB
~Get Your Files Here !/08 - Conclusion/01 - Summary and next steps.mp4
3.5 MB
~Get Your Files Here !/08 - Conclusion/01 - Summary and next steps.srt
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