christinakouridi / scratchMLLinks
Implementation of Machine Learning algorithms from scratch in Python
☆34Updated 5 years ago
Alternatives and similar repositories for scratchML
Users that are interested in scratchML are comparing it to the libraries listed below
Sorting:
- Some small scale experiments for my blog posts 📝☆79Updated 2 years ago
- Generative Deep Learning Sessions led by Anugraha Sinha (Machine Learning Tokyo)☆24Updated 5 years ago
- Deep Learning Paper Implementations in PyTorch☆17Updated 2 months ago
- An LSTM in PyTorch with best practices (weight dropout, forget bias, etc.) built-in. Fully compatible with PyTorch LSTM.☆133Updated 5 years ago
- Repository with all material for SMILES, the Summer School of Machine Learning at Skoltech, taking place from the 16th to the 21st of Aug…☆55Updated 4 years ago
- Implementation of modern data augmentation techniques in TensorFlow 2.x to be used in your training pipeline.☆34Updated 4 years ago
- Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.☆60Updated 3 years ago
- The code repository for examples in the O'Reilly book 'Generative Deep Learning' using Pytorch☆184Updated 5 years ago
- TensorFlow Probability Tutorial☆37Updated 5 years ago
- ☆76Updated 5 years ago
- A tour of different optimization algorithms in PyTorch.☆99Updated 3 years ago
- This is the code for "Neural DIfferential Equations" By Siraj Raval on Youtube☆246Updated 6 years ago
- ☆31Updated 5 years ago
- This is where I put all my work in Natural Language Processing☆96Updated 3 years ago
- How to build RNNs and LSTMs from scratch with NumPy.☆259Updated 4 years ago
- Bayesian Methods for Machine Learning☆64Updated 5 years ago
- CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning☆176Updated 4 years ago
- Material for MLT Reinforcement Learning workshops and study sessions☆51Updated 4 years ago
- An implementation of convolutional networks in NumPy!☆81Updated 4 years ago
- A 🤗-style implementation of BERT using lambda layers instead of self-attention☆69Updated 4 years ago
- Neural Machine Translation with Attention (PyTorch)☆45Updated 6 years ago
- ☆20Updated 5 years ago
- Understanding nuts and bolts of neural networks with PyTorch☆33Updated 4 years ago
- A small, interpretable codebase containing the re-implementation of a few "deep" NLP models in PyTorch. Colab notebooks to run with GPUs.…☆75Updated 4 years ago
- ☆40Updated last year
- RoBERTa Marathi Language model trained from scratch during huggingface 🤗 x flax community week☆28Updated 3 years ago
- Intro to GAN Tutorial for the International Summer School of Deep Learning 2021 in Gdansk☆24Updated 3 years ago
- Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow.☆45Updated 4 years ago
- ☆22Updated 4 years ago
- Pytorch: Viterbi, Forward-Backward and Baum Welch with a Hidden Markov Model (HMM)☆56Updated 6 years ago