https://matfacer.com/tags/machine-learning/ Recent content in Machine-Learning on Mat's Mind Dump https://matfacer.com/og-default.jpg https://matfacer.com/og-default.jpg Hugo en-us Fri, 26 Aug 2022 00:00:00 +0000 https://matfacer.com/posts/sympy-to-solve-a-low-level-ml-training-loop/ Fri, 26 Aug 2022 00:00:00 +0000 https://matfacer.com/posts/sympy-to-solve-a-low-level-ml-training-loop/ Using SymPy's symbolic differentiation to hand-build backpropagation for a from-scratch training loop targeting on-device iOS training. https://matfacer.com/posts/loss-vs-reward-in-reinforcement-learning/ Sun, 17 Oct 2021 00:00:00 +0000 https://matfacer.com/posts/loss-vs-reward-in-reinforcement-learning/ Untangling how reward relates to the loss function when you come to reinforcement learning from standard deep learning. https://matfacer.com/posts/tensorflow-to-pytorch/ Sun, 10 Oct 2021 00:00:00 +0000 https://matfacer.com/posts/tensorflow-to-pytorch/ Why I switched from TensorFlow to PyTorch: debuggability and transparency into the training process. https://matfacer.com/posts/kaggle-courses/ Sun, 08 Aug 2021 00:00:00 +0000 https://matfacer.com/posts/kaggle-courses/ A quick review of Kaggle's free data-science courses from the perspective of someone getting started with deep learning.