singhranjodh

Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

muzic

Muzic: Music Understanding and Generation with Artificial Intelligence

MLOps-Basics

Pretrained-Language-Model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

NUWA

A unified 3D Transformer Pipeline for visual synthesis

vector-quantize-pytorch

Vector (and Scalar) Quantization, in Pytorch

bitsandbytes

Library for 8-bit optimizers and quantization routines.

Pyro4

Pyro 4.x - Python remote objects

WavAugment

A library for speech data augmentation in time-domain

VQ-VAE

Minimalist implementation of VQ-VAE in Pytorch

byt5

logdeep

log anomaly detection toolkit including DeepLog

speech-resynthesis

An official reimplementation of the method described in the INTERSPEECH 2021 paper - Speech Resynthesis from Discrete Disentangled Self-Supervised Representations.

picard

PICARD - Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models. PICARD is a ServiceNow Research project that was started at Element AI.

Maix-Speech

Maix Speech AI lib, a fast and small speech lib running on embedded devices, including ASR, chat, TTS etc.

recipes

Recipes are a standard, well supported set of blueprints for machine learning engineers to rapidly train models using the latest research techniques without significant engineering overhead.Specifically, recipes aims to provide- Consistent access to pre-trained SOTA models ready for production- Reference implementations for SOTA research reproducibility, and infrastructure to guarantee correctness, efficiency, and interoperability.

floret

🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy

mauve

Package to compute Mauve, a similarity score between neural text and human text. Install with `pip install mauve-text`.

document-understanding-solution

Example of integrating & using Amazon Textract, Amazon Comprehend, Amazon Comprehend Medical, Amazon Kendra to automate the processing of documents for use cases such as enterprise search and discovery, control and compliance, and general business process workflow.

opencpop

Opencpop: A High-Quality Open Source Chinese Popular Song Database for Singing Voice Synthesis

audacitorch

PyTorch wrappers for using your model in audacity!

gap-text2sql

GAP-text2SQL: Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training

DocumentUnderstanding

Research papers and code on information extraction from image/pdf

awesome-drug-pair-scoring

Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)

Stat4ML

Statistics and Mathematics for Machine Learning, Deep Learning , Deep NLP

CVDD-PyTorch

A PyTorch implementation of Context Vector Data Description (CVDD), a method for Anomaly Detection on text.

Transformer_Temporal_Tagger

Code and data form the paper BERT Got a Date: Introducing Transformers to Temporal Tagging

quantization

Torch-based tool for quantizing high-dimensional vectors using additive codebooks

COMPAS-II-FS2021

pytorch-realm-orqa

PyTorch reimplementation of REALM and ORQA