yeouchiou

matchmaker

Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch

neural-ranking-kd

Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation

neural_collaborative_filtering

Neural Collaborative Filtering

rank_distill

A PyTorch implementation of Ranking Distillation

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

you-dont-need-a-bigger-boat

An end-to-end implementation of intent prediction with Metaflow and other cool tools

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

pytorch_geometric

Graph Neural Network Library for PyTorch

Practical_RL

A course in reinforcement learning in the wild

Efficient-Apriori

An efficient Python implementation of the Apriori algorithm.

actionable-recourse

python tools to check recourse in linear classification

tf_ner

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

nlu-benchmark

transfer-learning-conv-ai

🦄 State-of-the-Art Conversational AI with Transfer Learning

WineBot

Your personal assistant in finding the optimum wine.

wwyfcs

A repository for training and deploying a deep learning-based GoT chatbot.

ChatterBot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

Auto-PyTorch

Automatic architecture search and hyperparameter optimization for PyTorch

auto-sklearn

Automated Machine Learning with scikit-learn

robustness_metrics

FeatherMap

Implementation of "Structured Multi-Hashing for Model Compression" (CVPR 2020)

ML_prep

Machine Learning interview prep guide

yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.

rake-nltk

Python implementation of the Rapid Automatic Keyword Extraction algorithm using NLTK.

Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

Insight_Project_Framework

Framework for machine learning projects at Insight Data Science

text2topics

Insight AI project: topic modeling

Sentence_Embedding_for_Ranking

entity_topic_newspaper

Entity and Topic Extraction in Historic Newspaper