chris-tng Goto Github PK

adv_ml

Implementation of a few machine learning techniques

anhtu.github.io

blog

caffe

Caffe: a fast open framework for deep learning.

certificates

code-server

Run VS Code on a remote server.

cs231n.github.io

Public facing notes page

deep_learning_nlp

Implementations of popular Deep Learning models for NLP

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

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)

marge

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

minitorch

DIY torch-like framework from sasha rush's minitorch

module-2

Module 2 - Tensors

nrms

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

optimization

Implementation of popular optimization algorithms

pizza

VAE-variant generative models, powered by PyTorch

playground

pymldb

Python interface to the Machine Learning Database (MLDB).

s2v

ICLR 2018 Quick-Thought vectors

sasrec

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

semi-supervised-nlp

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

sense2vec

🦆 Use NLP to go beyond vanilla word2vec

sensei

Sentiment Analysis using Stanford CoreNLP

skip_thoughts

Skip and Quick Thoughts