hamlet's repositories
algorithm-data-structure
Algorithms and (Probabilistic) data structures Clojure version Port from https://github.com/trekhleb/javascript-algorithms, https://github.com/tylertreat/BoomFilters
transformers-rs
Rust Implemention of paper: Attention Is All You Need(https://arxiv.org/abs/1706.03762), Code Port from http://nlp.seas.harvard.edu/2018/04/03/attention.html
bertviz
Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
ClassyVision
An end-to-end PyTorch framework for image and video classification
clj-kondo
A linter for Clojure code that sparks joy.
components
An easier way to build and share serverless applications w/ the Serverless Framework -
dagster
Dagster is an open-source Python library for building data applications.
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
heinsen_routing
https://gebob19.github.io/capsule-networks/ https://kobiso.github.io/research/research-capsule-network/ https://gebob19.github.io/normalizing-flows/ Official implementation of "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019) in PyTorch.
Jiagu
Jiagu深度学习自然语言处理工具 知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类
LtuPatternFactory
Lambda the ultimate Pattern Factory: FP, Haskell, Typeclassopedia vs Software Design Patterns
mediapipe
MediaPipe is a cross-platform framework for building multimodal applied machine learning pipelines
metaflow
Build and manage real-life data science projects with ease.
MLAlgorithms
CNN RNN/LSTM/GRU GAN CapsNet, port from https://github.com/eriklindernoren/ML-From-Scratch https://github.com/xanderchf/pyCapsNet/blob/master/numpy/modules.py
mvfst-rl
An asynchronous RL platform for congestion control in QUIC transport protocol. https://arxiv.org/abs/1910.04054.
NeMo
Neural Modules: a toolkit for conversational AI
nlp-architect
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
nlp-recipes
Natural Language Processing Best Practices & Examples
OpenForSciR
Free, online book "Open Forensic Science in R." This book is for anyone looking to do forensic science analysis in a data-driven and open way.
pg-is-all-you-need
Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.
Production-Level-Deep-Learning
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
project-based-learning
Curated list of project-based tutorials
Project-Based-Tutorials-in-C
A curated list of project-based tutorials in C
pwnagotchi
(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
pytext
A natural language modeling framework based on PyTorch
serenity
Serenity Operating System
SwiftLaTeX
SwiftLaTeX, a WYSIWYG Browser-based LaTeX Editor
tiramisu
A polyhedral compiler for expressing fast and portable data parallel algorithms