Teaching materials for a future Foundation of Embodied AI course, with Chinese and English tutorials on robot dynamics, Isaac Sim, Isaac Lab, MuJoCo, robot learning, ROS 2, camera calibration, PPO, SAC, Flow Matching, GR00T, and SONIC.
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The Deep Learning training framework on Spark
Reading irctc captchas with 98% accuracy using deep learning
Build JSON API-compliant APIs on Rails with no (or less) learning curve.
- json-api
- rails
- ruby
- json
Protect your SIP Servers from bad actors at https://sentrypeer.org
- sip
- voip
- security-tools
- honeypot
Usiigaci: stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning
- tensorflow
- python3
- keras
- resnet-101
BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory.
- python3
- data-science
- machine-learning
- python
Meta Self-learning for Multi-Source Domain Adaptation： A Benchmark
- text-recognition
- ocr-recognition
- domain-adaptation
- multi-source-domain-adaptation
Bot18 is a high-frequency cryptocurrency trading bot developed by Zenbot creator @carlos8f
- bitcoin
- btc
- ltc
- litecoin
TranslatedAn agent development practice room based on LangGraph subgraphs: requirement clarification, user notes, document generation, and human review.
PyTorch Connectomics: segmentation toolbox for EM connectomics
- computer-vision
- neuroscience
- connectomics
- pytorch
LibraDB is a simple, persistent key/value store written in pure Go in less than 1000 lines for learning purposes.
- data-structures
- database
- go
- golang
DynaFlow: Learning Free-Form Multi-Agent Orchestration
Solutions to In-Class questions, Problem Sets and Exams of MIT Mathematics for Computer Science 2015 (same as 2019 Open Learning Library)
- calculus
- counting
- functions
- graph
SHAInet - a pure Crystal machine learning library
Cancer Imaging Phenomics Toolkit (CaPTk) is a software platform to perform image analysis and predictive modeling tasks. Documentation: https://cbica.github.io/CaPTk
- cancer-imaging-research
- radiomics
- radiomics-features
- machine-learning
The repository host gives no description.
A command-line utility for quick math.
learning maths again
A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)
- micropython
- neural-network
- multilayer-perceptron
- mlp
Expertiza is a web application through which students can submit and peer-review learning objects (articles, code, web sites, etc). The Expertiza project is supported by the National Science Foundation.
- ruby
- peer-reviews
- rails-application
- students
A collection of useful mathematical functions in Elixir with a slant towards statistics, linear algebra and machine learning
A simple, flexible, and extensible template for PyTorch. It's beautiful.
Face detection using deep learning.
- face-detection
- faster-rcnn
- rcnn
- object-detection