Kamer Ali Yuksel's repositories
forex-rl-challenge
A Deep Reinforcement Learning Challenge on Forex Portfolio Management
generative-opt
Democratizing Index Tracking for Small Investors in Europe: A Meta-Learning Method for Sparse Portfolio Optimization
multi-rl-crowd-sim
Multi-Agent Reinforcement Learning of Crowd Simulation in GPU (PyTorch)
combinatorial-bandit
A method to search for a subset of best performing items wrt black-box reward function
pytorch-adamaio
All-In-One Adam Optimizer where several novelties are combined
genmeta-vs-nevergrad
Comparison of Generative Meta-Learning and Nevergrad (NGOpt4) in Schwefel-30
meta-map-elites
Comparison of Meta-Learning Map-Elites Mutations against Nevergrad NGOpt-4
torch-tsp-es
PyTorch-based TSP Solver on GPU with Fast Covariance Matrix Adaptation Evolutionary Strategy (Fast CMA-ES)
ELM-Pytorch
Pytorch implementation of Extreme Learning Machine
ffjord-lite
A minimal working example of Free-Form Jacobian of Reversible Dynamics
minDiffusion
Self-contained, minimalistic implementation of diffusion models with Pytorch.
pandas-datareader
Extract data from a wide range of Internet sources into a pandas DataFrame.
pytorch-dilated-rnn
Dilated RNNs in pytorch
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
quality-diversity.github.io
Website for Quality-Diversity optimisation algorithms
Ranger-Deep-Learning-Optimizer
Ranger - a synergistic optimizer using RAdam (Rectified Adam) and LookAhead in one codebase
sparsemax-pytorch
Implementation of Sparsemax activation in Pytorch
torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.