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GitHub topics: tabular-methods

LAMDA-Tabular/Tabular-Survey

Awesome Tabular Deep Learning for "Representation Learning for Tabular Data: A Comprehensive Survey"

Size: 1.29 MB - Last synced at: 12 days ago - Pushed at: 13 days ago - Stars: 36 - Forks: 3

soda-inria/tabicl

Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data

Language: Python - Size: 1.89 MB - Last synced at: 13 days ago - Pushed at: 19 days ago - Stars: 105 - Forks: 17

kmu-shinkeonkim/tabular-method-cli

tabular method cpp src

Language: C++ - Size: 108 KB - Last synced at: 10 days ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 1

LAMDA-Tabular/TALENT

A comprehensive toolkit and benchmark for tabular data learning, featuring 30+ deep methods, more than 10 classical methods, and 300 diverse tabular datasets.

Language: Python - Size: 95.3 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 651 - Forks: 30

dholzmueller/pytabkit

ML models + benchmark for tabular data classification and regression

Language: Python - Size: 1.15 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 185 - Forks: 18

neeraj-395/qmac

An implementation of the Quine-McCluskey-Algorithm for Boolean function minimization, written in C.

Language: C - Size: 17.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

linesd/tabular-methods

Tabular methods for reinforcement learning

Language: Python - Size: 1.51 MB - Last synced at: 13 days ago - Pushed at: about 5 years ago - Stars: 38 - Forks: 8

stratisMarkou/sample-efficient-bayesian-rl

Source for the sample efficient tabular RL submission to the 2019 NIPS workshop on Biological and Artificial RL

Language: Jupyter Notebook - Size: 44.8 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 25 - Forks: 15

Pavansomisetty21/Tabular-Question-Answering-on-Relational-data-and-CSV-data-with-Gemini-LLM

In this we explore into a Question Answering task on structured relational data (Tables) and CSV data

Language: Jupyter Notebook - Size: 58.6 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 5 - Forks: 0

chutrunganh/Simplex-Method

📌Simple Method in optimization problem, step by step with C language implementation.

Language: C - Size: 310 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

MAGICS-LAB/BiSHop

[ICML 2024] BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model

Language: Python - Size: 1.13 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

ivanbelenky/RL

R.L. methods and techniques.

Language: Python - Size: 1.3 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 1

aliemo/names-classifier

Modular Names Classifier, Object Oriented PyTorch Model

Language: Python - Size: 80.1 KB - Last synced at: 8 months ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 2

pszemraj/ml4hc-s22-project01 📦

An investigation into tabular classification with deep NNs for ETHZ Machine Learning for Healthcare on the MIT-BIH arrythmia dataset .

Language: Jupyter Notebook - Size: 122 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

FanchenBao/reinforcement_learning

Code examples for simple reinforcement learning projects

Language: Jupyter Notebook - Size: 16.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 2

ggarrofe/RL_Tabular_Methods

Revisiting tabular and deep reinforcement learning methods.

Language: Jupyter Notebook - Size: 3.98 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

EliorBenYosef/reinforcement-learning

Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.

Language: Python - Size: 4.45 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 2

JiananAlvin/tree_to_latex

This is a python script file that translates tree-graph information stored in a .txt file to complicated LaTeX code, which can be compiled into a pretty tree graph in LaTeX editor (ex. Overleaf).

Language: Python - Size: 1.26 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 2

hmohebbi/MDP_TabularMethods

The implementation of tabular solution methods in Reinformcement Learning, Sutton's book: Part I

Language: Jupyter Notebook - Size: 331 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

djin31/tabularRL

Implementation of tabular methods for Reinforcement learning

Language: Jupyter Notebook - Size: 1.62 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 1

Related Keywords
tabular-methods 20 reinforcement-learning 7 tabular-data 6 tabular 5 q-learning 4 sarsa 3 tabular-model 3 gridworld 2 deep-reinforcement-learning 2 tabular-data-machine-learning 2 actor-critic 2 reinforcement-learning-algorithms 2 deep-neural-networks 2 tabular-environments 2 deep-learning 2 machine-learning 2 tabular-q-learning 2 arrythmia 1 persian-nlp 1 pytorch-lstm 1 names-classification 1 classification 1 qlearning 1 markov-decision-processes 1 markov 1 tabular-learn 1 value-iteration 1 it3052 1 it3052e 1 linear-optimization 1 linear-programming 1 linear-programming-solver 1 optimization 1 simplex 1 simplex-algorithm 1 simplex-method 1 tableau 1 generalized-sparse-modern-hopfield 1 hopfield 1 hopfield-network 1 modern-hopfield-model 1 modern-hopfield-networks 1 sparse-hopfield 1 blackjack 1 temporal-difference-algorithms 1 monte-carlo-methods 1 tree-plot 1 latex 1 torch 1 tensorflow 1 td-0 1 policy-gradient 1 pg 1 open-ai-gym 1 monte-carlo 1 keras 1 expected-sarsa 1 dql 1 double-q-learning 1 deep-q-learning 1 deep-deterministic-policy-gradient 1 ddpg 1 dqn-pytorch 1 multiarm-bandit 1 ptb-dataset 1 mit-bih-arrhythmia 1 mit-bih 1 lightning-flash 1 keras-tensorflow 1 sarsa-learning 1 sarsa-algorithm 1 reinforcement-learning-agent 1 q-learning-vs-sarsa 1 q-learning-algorithm 1 policy-iteration 1 policy-evaluation 1 gridworld-environment 1 gridworld-cliff 1 cliffwalking 1 algorithm 1 quine-mccluskey-method 1 quine-mccluskey-algorithm 1 logic-parser 1 logic-minimization 1 c-programming 1 boolean-expression 1 tabular-data-package 1 deeplearning 1 tabular-data-toolkit 1 tabular-data-deep-learning 1 tabular-data-benchmark 1 cpp-cli 1 foundation-models 1 tabular-survey 1 tabular-deep-learning 1 hust 1 cpp 1 c 1 tapas 1 tabular-data-analysis 1