Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Repository Index
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An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
- deepspeed-library
- gpt-3
- transformers
- language-model
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
A library of extension and helper modules for Python's data analysis and machine learning libraries.
- python
- machine-learning
- data-science
- data-mining
Desktop app for managing BibTeX and BibLaTeX (.bib) libraries
- jabref
- bibtex
- java
- latex
View model summaries in PyTorch!
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
Comprehensive SQL and GIS datasets for Vietnamese administrative units, including provinces, districts, wards, postal codes, and geospatial boundaries.
- vietnam
- vietnamese
- locality
- database
BYOK voice recording companion with ASR transcription, speaker diarization, AI summaries, and local ASR endpoint support.
The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning production pipelines. Let your pipeline steps have hyperparameter spaces. Design steps in your pipeline like components. Compatible with Scikit-Learn, TensorFlow, and most other libraries, frameworks and MLOps environments.
- pipeline
- pipeline-framework
- machine-learning
- deep-learning
CogComp's Natural Language Processing Libraries and Demos: Modules include lemmatizer, ner, pos, prep-srl, quantifier, question type, relation-extraction, similarity, temporal normalizer, tokenizer, transliteration, verb-sense, and more.
- natural-language-processing
- nlp
- big-data
- data-mining
Born is a modern ML framework for Go — train and deploy models as single binaries. Pure Go, zero CGO, GPU accelerated.
- autodiff
- automatic-differentiation
- cross-platform
- deep-learning
Ruby port of the NLTK Punkt sentence segmentation algorithm
- rubynlp
- sentence-tokenizer
- ruby
- sentence-boundaries
A group of neural-network libraries for functional and mainstream languages
- neural-network
- machine-learning
- functional-programming
- javascript
Analysis tool for estimating the likelihood that a binary contains compressed or encrypted bytes
- entropy
- pe-file
- pe-files
- pe-format
Reducing Bias in Modeling Real-world Password Strength via Deep Learning and Dynamic Dictionaries
Dataset of packed ELF samples
- samples
- dataset
- upx
- malware-analysis