hb1500

spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

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

vision

Datasets, Transforms and Models specific to Computer Vision

gensim

Topic Modelling for Humans

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

lime

Lime: Explaining the predictions of any machine learning classifier

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 If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year).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".

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

OpenNMT-py

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

StarSpace

Learning embeddings for classification, retrieval and ranking.

leetcode

👏🏻 leetcode solutions for Humans™

Transformer

Transformer seq2seq model, program that can build a language translator from parallel corpus

sparkit-learn

PySpark + Scikit-learn = Sparkit-learn

RecNN

Reinforced Recommendation toolkit built around pytorch 1.7

DME

Dynamic Meta-Embeddings for Improved Sentence Representations

PyTorch-Batch-Attention-Seq2seq

PyTorch implementation of batched bi-RNN encoder and attention-decoder.

NATS

Neural Abstractive Text Summarization with Sequence-to-Sequence Models

ML-AI-experiments

All my experiments with AI and ML

googler

:octocat: Get into Google for Humans™

ir18

Inference and Representation (DS-GA-1005, CSCI-GA.2569), fall 18

trcrpm

Temporally-reweighted Chinese restaurant process mixture models for multivariate time series

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

Wikileaks-Stock-Market