Hetian Bai's starred repositories
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
turicreate
Turi Create simplifies the development of custom machine learning models.
state-of-the-art-result-for-machine-learning-problems
This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
OpenNMT-py
Open Source Neural Machine Translation and (Large) Language Models in PyTorch
Transformer
Transformer seq2seq model, program that can build a language translator from parallel corpus
sparkit-learn
PySpark + Scikit-learn = Sparkit-learn
PyTorch-Batch-Attention-Seq2seq
PyTorch implementation of batched bi-RNN encoder and attention-decoder.
ML-AI-experiments
All my experiments with AI and ML
pTSAFall2018
DS-GA 3001.001/.002 Probabilistic time series analysis Fall 2018
translate_machine_translation
Vietnamese and Chinese to English
DS-GA-1004-Big-Data-Correlation-Discovery-Cross-Multiple-Datasets
Big Data Term Project: Manipulate on very large datasets with Hadoop map-reduce, Spark
Plated_Recipe_Tags_Predict
Capstone project--collaborated with Plated.com