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nlp-in-practice

Full working examples in Python with accompanying dataset for Text Mining & NLP. Includes: Gensim Word2Vec, phrase embeddings, keyword extraction with TFIDF, word count with pyspark, simple text preprocessing, accessing pre-trained embeddings and more.

nlp-tools

Useful python NLP tools (evaluation, GUI interface, tokenization)

nlp_course

YSDA course in Natural Language Processing

nmn-drop

Neural Module Network for Reasoning over Text, ICLR 2020

nn-stochvol-calibrations

We implement the paper: Deep Learning Volatility

nn_dynamics

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

noah-research

Noah Research

nonconformist

Python implementation of the conformal prediction framework.

normalizing-flows

Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.

notears

DAGs with NO TEARS: Continuous Optimization for Structure Learning

notears-tensorflow

Reimplementation of NOTEARS in Tensorflow

notebook-reco

Jupyter IPYNB notebooks

notebooks

Google Cloud Datalab samples and documentation

notes-on-causal-inference

Some notes on Causal Inference, with examples in python

np-hard-deep-reinforcement-learning

pytorch neural combinatorial optimization

nteract

:notebook: Interactive literate coding notebook!

nvae

The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

obhave

OBHave! is an OpenSource library of easy to implement UX-components that enable user behavior based content discovery for any modern web-site!

oclga

Solving TSP (travelling salesman problem) via genetic algorithm & opencl

offline-bandit-large-actions

(ICML2022) Off-Policy Evaluation for Large Action Spaces via Embeddings

online-hnsw

Implementation of HNSW that supports online updates

optimal-control-via-neural-networks

Code repo for ICLR paper: Optimal Control Via Neural Networks: A Convex Approach

optimizer-elo-ratings

Assigns Elo Ratings to Python Global Optimizers

optuna

A hyperparameter optimization framework

orbit

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

ordinal_tsf

organ

Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models

orkhon

Orkhon: RUST ML Inference Framework and Server Runtime

osgeopy-code

Code for the book Open source geoprocessing with Python