Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
Repository Index
80,339 visible repositories in the index
97–120 of 130 · Most stars
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
- text-analytics
- text-summarization
- text-classification
- python
🙄 Difficult algorithm, Simple code.
- tensorflow2
- tensorflow-examples
- deep-learning
- deep-neural-networks
[CVPR 2022] Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer
- style-transfer
- face
- stylegan2
- stylegan-image-manipulation
A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.
- pytorch-quantum
- quantum
- quantum-machine-learning
- neural-network
Sionna: An Open-Source Library for Research on Communication Systems
- communications
- 5g
- 6g
- machine-learning
A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.
- regression
- confidence-intervals
- data-science
- python
A small library for automatical adjustment of text position in matplotlib plots to minimize overlaps.
- graph
- matplotlib
- plot
- plotting
This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
- interpretability
- machine-learning
- data-science
- artificial-intelligence
TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
- medical-imaging
- medical-ai
- deep-learning
- machine-learning
This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).
- aifinance
- fintech
- llama
- machine-learning
food image to recipe with deep convolutional neural networks.
- convolutional-neural-networks
- keras
- chef
- deep-learning
bert-loves-chemistry: a repository of HuggingFace models applied on chemical SMILES data for drug design, chemical modelling, etc.
- huggingface
- bert
- chemical-modelling
- chemical-smiles-data
ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)
- clinicalbert
- hospital-readmission
- prediction
Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being replaced by automated trading robots. Algorithmic trading market has experienced significant growth rate and large number of firms are using it. I have tried to build a Deep Q-learning reinforcement agent model to do automated stock trading.
ChatGPT Python Applications integrated with third party libraries and modules
- chatgpt
- chatgpt-api
- machine-learning
- python
Optimising chemical reactions using machine learning
- chemistry
- machine-learning
- optimization
- bayesian-optimization
General Modeling Network Specification
- network
- specification
- highway-network
- road-network
Cyber Defence Monitoring Course Suite :: Suricata, Arkime (and others in the past)
- moloch
- suricata
- monitoring
- nsm
Compilado de recursos sobre Computação Quântica em português
daru-view is for easy and interactive plotting in web application & IRuby notebook. daru-view is a plugin gem to the existing daru gem.
- daru
- daru-view
- data-visualization
- plot-library
A database of paths that represent the mechanism of action from a drug to a disease in an indication.
- ncats-translator
AuShadha (औषध): Means medicine in Sanskrit. This is a Electronic Medical Records (EMR) and Public Health Management for small clinics written in Django and Dojo