chris-tng

semi-supervised-nlp

Implementation of semi-supervised learning: UDA, MixMatch, Mean-teacher, focusing on NLP, powered by Pytorch

nrms

Implementation of NRMS "Neural News Recommendation with Multi-Head Self-Attention" (EMNLP2019), in Pytorch

sasrec

Implementation of Self-Attentive Sequential Recommendation (SASRec) in flax

pizza

VAE-variant generative models, powered by PyTorch

marge

Tentative implementation of MARGE (Pre-training via Paraphrasing) in jax/flax

anhtu.github.io

blog

caffe

Caffe: a fast open framework for deep learning.

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

code-server

Run VS Code on a remote server.

Deep_Learning_NLP

Implementations of popular Deep Learning models for NLP

flax

Flax is a neural network ecosystem for JAX that is designed for flexibility.

fquery

Fluent method chaining query functionality.

gensim

Topic Modelling for Humans

hello-requirejs

jax-playground

Playing around with jax

jina

Jina is the cloud-native neural search framework powered by state-of-the-art AI and deep learning

Kaggle_Otto

The model that won top 3% of Kaggle Otto challenge. Ensemble model of Random Forest (scikit-learn), Gradient Boosted Trees (xgboost) and Neural Network (H20)

Mantis

Official code for Paper "Mantis: Multi-Image Instruction Tuning"

minitorch

DIY torch-like framework from sasha rush's minitorch

Module-2

Module 2 - Tensors

Playground

pymldb

Python interface to the Machine Learning Database (MLDB).

S2V

ICLR 2018 Quick-Thought vectors

sense2vec

🦆 Use NLP to go beyond vanilla word2vec

skip_thoughts

Skip and Quick Thoughts

sublime_zk

A SublimeText3 package featuring ID based wiki style links, and #tags, intended for zettelkasten method users. Loaded with tons of features like inline image display, sophisticated tag search, note transclusion features, support for note templates, bibliography support, support for multiple panes, etc. to make working in your Zettelkasten a joy :smile:.

TSNE_in_Jupyter

VariationalAutoEncoder

A vanilla implementation of Auto-Encoding Variational Bayes using numpy - https://arxiv.org/abs/1312.6114

wine-degustation