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~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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