my implementations of machine learning papers for learning and practice
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Jan 21, 2026 - Jupyter Notebook
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paper-replication
Here are 6 public repositories matching this topic...
Replicating 'Reinforcement Learning from Language Feedback' (Klissarov et al., 2026) — Gemma 3 12B, GRPO, multi-turn teacher-student training on Omni-MATH
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Apr 5, 2026 - Python
Unofficial, From-scratch PyTorch replication of the Conformer paper (Gulati et al., 2020) — encoder, RNN-T decoder, training loop, and NeMo weight validation. Built block by block with documented maths.
deep-learning pytorch transformer speech-recognition attention convolution asr conformer rnn-t paper-replication
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Mar 28, 2026 - Python
This repository contains my PyTorch practice notebooks
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Oct 11, 2023 - Jupyter Notebook
Learning Pytorch from learnpytorch.io, implementing on datasets.
deep-learning pytorch pytorch-tutorial pytorch-transfer-learning pytorch-dataset pytorch-implementation experiment-tracking paper-replication
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Nov 22, 2023 - Jupyter Notebook
Replication of "Neural Collaborative Filtering" (He et al., WWW 2017) in PyTorch — GMF, MLP & NeuMF on MovieLens 1M + Pinterest
deep-learning pytorch collaborative-filtering matrix-factorization recommender-systems movielens ncf paper-replication
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Apr 18, 2026 - Python
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