Robert Tjarko Lange (@RobertTLange)
github

RobertTLange

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  • Stars
    star
    1,471
  • Global Rank 21,144 (Top 0.8 %)
  • Followers 674
  • Following 10
  • Registered over 8 years ago
  • Most used languages
    Jupyter Notebook
         60.0 %
    Python
         30.0 %
    Stata     5.0 %
    R
         5.0 %

Top repositories

1

gymnax

RL Environments in JAX 🌍
Python
630
star
2

evosax

Evolution Strategies in JAX 🦎
Python
475
star
3

code-and-blog

Some small scale experiments for my blog posts πŸ“
Jupyter Notebook
78
star
4

gymnax-blines

Baselines for gymnax πŸ€–
Jupyter Notebook
57
star
5

reading-notes-ml

Progress, Notes, Summaries and a lot of Questions on Machine Learning
55
star
6

spinningup-workspace

Reading notes & PyTorch experiments on OpenAI's "Spinning Up in DRL" tutorial.
Python
36
star
7

deep-rl-tutorial

A Tutorial on Deep Reinforcement Learning in PyTorch
Jupyter Notebook
29
star
8

flexible-learning-group

A curated list of papers presented in the πŸ“–"Flexible Learning Reading Group" @ TU Berlin. Join us! πŸ€—
27
star
9

es-lottery

Lottery Tickets in Evolutionary Optimization (Lange & Sprekeler, ICML 2023)
Jupyter Notebook
13
star
10

minimal-meta-rl

Minimal A2C/A3C example of an LSTM-based meta-learner.
Python
13
star
11

gym-hanoi

A Towers of Hanoi environment in OpenAI Gym Style
Python
12
star
12

SequentialBayesianLearning

Sequential Bayesian Learning Agents learning data-generating process of binary sequence.
Jupyter Notebook
11
star
13

automata-perturbation-lstm

Code accompanying GΓ³mez-Nava et al. (2023, Nature Physics)
Python
10
star
14

gym-swarm

A Swarm environment in OpenAI gym style
Jupyter Notebook
8
star
15

StochVol_HMM

Stochastic Volatility Modelling using Hidden Markov Model
Jupyter Notebook
6
star
16

algonauts-2021

Algonauts 2021 Challenge Mini-Track submission based on SimCLR-v2 features & Bayesian Optimization
Jupyter Notebook
6
star
17

action-grammars-hrl

Action Grammars for Hierarchical Reinforcement Learning
Jupyter Notebook
5
star
18

Reading_Notes_Neuro

Progress, Notes, Summaries and a lot of Questions on Neuroscience
5
star
19

evojax-benchmarks

Benchmarking Utilities for EvoJAX
Jupyter Notebook
4
star
20

Bio-Plausible-DeepLearning

Who needs backprop? - Guerguiev et al (2017) - Reproduction & Robustness Checks
Jupyter Notebook
3
star
21

RobertTLange

2
star
22

ModelsNeuralSystems

Computer Practical Coursework for BCCN Berlin course "Models of Neural Systems" (2018/2019)
Jupyter Notebook
2
star
23

Migration_and_Technology_Diffusion

Bachelor Thesis tackling the Impact of Skilled-Worker Immigration on the Diffusion of New Technologies
Stata
1
star
24

RandGLM

RandNLA methods for estimating GLMs with Big Datasets
R
1
star