chandler09

chandler09's Stars

• roboticcam/machine-learning-notes

  My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

  Language:Jupyter Notebook8.3k387311.7k

• MilesCranmer/PySR

  High-Performance Symbolic Regression in Python and Julia

  Language:Python2.1k27222200

• Thinklab-SJTU/awesome-ml4co

  Awesome machine learning for combinatorial optimization papers.

  Language:Python1.6k382189

• CMA-ES/pycma

  Python implementation of CMA-ES

  Language:Python1.1k17228176

• berkeley-abc/abc

  ABC: System for Sequential Logic Synthesis and Formal Verification

  Language:C85842172527

• OptMLGroup/VRP-RL

  Reinforcement Learning for Solving the Vehicle Routing Problem

  Language:Python578268211

• Project-Platypus/Platypus

  A Free and Open Source Python Library for Multiobjective Optimization

  Language:Python55319175152

• quancore/social-lstm

  Social LSTM implementation in PyTorch

  Language:Python401446248

• CyberAgentAILab/cmaes

  Python library for CMA Evolution Strategy.

  Language:Python339123659

• MOEAFramework/MOEAFramework

  A Free and Open Source Java Framework for Multiobjective Optimization

  Language:Java32025260127

• ariseff/overcoming-catastrophic

  Implementation of "Overcoming catastrophic forgetting in neural networks" in Tensorflow

  Language:Jupyter Notebook29315399

• brain-research/guided-evolutionary-strategies

  Guided Evolutionary Strategies

  Language:Jupyter Notebook26415127

• numbbo/coco

  Numerical Black-Box Optimization Benchmarking Framework

  Language:C256211.2k85

• cavalab/srbench

  A living benchmark framework for symbolic regression

  Language:Python207156075

• Evolutionary-Intelligence/pypop

  PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants (evolutionary algorithms/swarm-based optimizers/pattern search/...). [https://pypop.rtfd.io/]

  Language:Python1876926

• xijunlee/Learning-to-Optimize-Arxiv

  The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading notes.

  1564036

• lsils/benchmarks

  EPFL logic synthesis benchmarks

  Language:Verilog15216337

• shivamsaboo17/Overcoming-Catastrophic-forgetting-in-Neural-Networks

  Elastic weight consolidation technique for incremental learning.

  Language:Jupyter Notebook1193723

• dietmarwo/fast-cma-es

  A Python 3 gradient-free optimization library

  Language:Python11041417

• mbelmadani/moead-py

  A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)

  Language:Python742627

• stokesj/EWC

  TensorFlow implementation of Elastic Weight Consolidation

  Language:Python722222

• yashkant/Elastic-Weight-Consolidation

  This is an implementation of Elastic Weight Consolidation algorithm introduced in Overcoming catastrophic forgetting in neural networks.

  Language:Jupyter Notebook523213

• LDNN97/Evolutionary-Optimization-Algorithms

  DE, CMA-ES, MA-ES, LM-MAES Python Implementation

  Language:Python29105

• moead-framework/framework

  MOEA/D is a general-purpose algorithm framework. It decomposes a multi-objective optimization problem into a number of single-objective optimization sub-problems and then uses a search heuristic to optimize these sub-problems simultaneously and cooperatively.

  Language:Python202416

• vield/less-forgetful-nns

  Demo of Elastic Weight Consolidation to allow a neural network to learn different datasets in sequence.

  Language:Python17304

• satuma777/evoltier

  [WIP] Python implementation of evolution strategy based on Information Geometry. This library includes CMA-ES, NES, CompactGA and PBIL.

  Language:Python15402

• lshug/Continual-Keras

  Keras-based framework for implementing continual learning methods.

  Language:Python9030

• Daikon-Sun/FRAIG

  Functionally Reduced And-Inverter Graph

  Language:C++7310

• berkeley-abc/ext-hello-abc

  An example for how to add an extension module to ABC without modifying ABC itself.

  Language:C++5200

• berkeley-abc/abc-library-cmake

  An example of using ABC as a Library using CMake

  Language:CMake3200