akjayant/ecomML

Literature survey , ChatGPT threads

Size: 1000 Bytes - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

akjayant/mbppol

This repository has code for the paper "Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorithm" accepted at NeurIPS 2022.

Language: Python - Size: 8.22 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 1

akjayant/Carla-ppo Fork of bitsauce/Carla-ppo

This repository hosts a customized PPO based agent for Carla. The goal of this project is to make it easier to interact with and experiment in Carla with reinforcement learning based agents -- this, by wrapping Carla in a gym like environment that can handle custom reward functions, custom debug output, etc.

Size: 1.25 GB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

akjayant/2020_CARLA_challenge Fork of bradyz/2020_CARLA_challenge

"Learning by Cheating" (CoRL 2019) submission for the 2020 CARLA Challenge

Size: 62.3 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

akjayant/COVID19-Short-Term-Forecasting-and-Cluster-Analysis

Covid 19 cases Forecasting using ARIMA in India, US, Italy, Belgium & Patient data(anonymized) cluster analysis of India

Language: Jupyter Notebook - Size: 7.49 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

akjayant/coach Fork of IntelLabs/coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

Size: 71.7 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

akjayant/Neural-Architecture-Search-Project

Attempt of Efficient Neural Architecture Search for searching DQN approximation neural network architecture

Language: Python - Size: 141 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

akjayant/Image-Captioning-via-YOLOv5-EncoderDecoderwithAttention 📦

Image Captioning using combination of object detection via YOLOv5 and Encoder Decoder LSTM model

Language: Python - Size: 1.01 GB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 2

akjayant/Autonomous-Driving-via-RL

Applying RL methods for autonomous driving in Carla simulator.

Language: Python - Size: 303 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 15 - Forks: 2

akjayant/PPO_Lagrangian_PyTorch

Implementation of PPO Lagrangian in PyTorch

Language: Python - Size: 11.1 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 9

akjayant/akjayant.github.io Fork of academicpages/academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

Language: JavaScript - Size: 49.8 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

akjayant/Linear-Algebra

Linear Algebra Course Assignments at IISc, Bangalore

Language: Python - Size: 2.77 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

akjayant/Coding_Reinforcement_Learning

Implementation of basic RL steps and algorithms - Dynamic Programming approach, Monte-Carlo approach, DQN on Atari, Policy Gradient - Reinforce with baseline, Actor Critic (A2C)

Language: Jupyter Notebook - Size: 31.3 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

akjayant/Analysis-of-Codeforces-Data

To analyze correlation between coding style and coding proficiency, and whether coding styles show regional variations.

Language: C++ - Size: 340 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

akjayant/EKFAC-pytorch Fork of Thrandis/EKFAC-pytorch

Repository containing Pytorch code for EKFAC and K-FAC perconditioners.

Size: 2.19 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

akjayant/Recommendation-via-Latent-Reprsentations

Recommendation using non negative matrix factorization

Language: Python - Size: 382 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

akjayant/News-Article-Recommendation-via-Contextual-Bandits

Recommendation using LinUCB algorithm

Language: Jupyter Notebook - Size: 422 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 2

akjayant/Data-Structures-Algorithms

Language: Python - Size: 1.05 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

akjayant/Custom_YOLOv5

Using Ultralytics YOLOv5 to train a custom dataset

Language: Python - Size: 601 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

akjayant/stable-baselines3 Fork of DLR-RM/stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Size: 2.61 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

akjayant/Carla_Ray_Rlib Fork of layssi/Carla_Ray_Rlib

Carla-Simulator environment compatible with Ray/Rllib

Size: 154 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

akjayant/shieldNN2020 Fork of shieldNN/shieldNN2020

Size: 587 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

akjayant/deep-reinforcement-learning-papers Fork of muupan/deep-reinforcement-learning-papers

A list of papers and resources dedicated to deep reinforcement learning

Size: 51.8 KB - Last synced at: almost 2 years ago - Pushed at: almost 9 years ago - Stars: 0 - Forks: 0

akjayant/rlax Fork of deepmind/rlax

Size: 517 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

akjayant/ML_DL_Research_collab_base

This is a repository of where we are trying to have all the knowledge base collected.

Size: 11.9 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

akjayant/acme Fork of deepmind/acme

A library of reinforcement learning components and agents

Size: 4.12 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

akjayant/safety-starter-agents Fork of openai/safety-starter-agents

Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.

Size: 37.1 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

akjayant/safe-explorer Fork of AgrawalAmey/safe-explorer

Pytorch implementation of "Safe Exploration in Continuous Action Spaces" [Dalal et al.]

Size: 3.74 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

akjayant/Spectral-Clustering

Spectral Clustering is a technique to cluster data which finds use in community detetction applications

Language: Jupyter Notebook - Size: 1.32 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1

akjayant/rainbow-iqn-apex Fork of valeoai/rainbow-iqn-apex

Distributed Rainbow-IQN for Atari

Size: 146 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

akjayant/gradflow-check Fork of alwynmathew/gradflow-check

Check gradient flow in Pytorch

Size: 7.81 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

akjayant/Deep-Reinforcement-Learning-Hands-On Fork of PacktPublishing/Deep-Reinforcement-Learning-Hands-On

Hands-on Deep Reinforcement Learning, published by Packt

Size: 15.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

akjayant/cleanrl Fork of vwxyzjn/cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features

Size: 19.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

akjayant/l2rpn-baselines Fork of rte-france/l2rpn-baselines

L2RPN Baselines a repository to host baselines for l2rpn competitions.

Size: 1.08 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

akjayant/SmartGrid Fork of raghudiddigi/SmartGrid

Unified Framework

Size: 29.3 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

akjayant/markdown-cheatsheet Fork of tchapi/markdown-cheatsheet

Markdown Cheatsheet for Github Readme.md

Size: 17.6 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

akjayant/Deep-Learning-PyTorch

For recapping Feed Forward Neural Networks, CNNs, RNNs, LSTMs in PyTorch

Language: Jupyter Notebook - Size: 85.6 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

akjayant/neural-architecture-search Fork of titu1994/neural-architecture-search

Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).

Size: 105 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

akjayant/interpretable-ml-book Fork of christophM/interpretable-ml-book

Book about interpretable machine learning

Size: 320 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

akjayant/deeplearning-papernotes Fork of dennybritz/deeplearning-papernotes

Summaries and notes on Deep Learning research papers

Size: 401 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

akjayant/Sentiment-Analysis

Twitter Sentiment Analysis

Language: Python - Size: 14.6 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

akjayant/LabMeetPapers Fork of Shikhar-S/Lab-Meeting-Papers

Papers discussed during lab meetings for Intelligent Systems Lab at IISc.

Size: 592 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

akjayant/notes Fork of sharmaeklavya2/notes-source

Computer Science notes in LaTeX

Size: 158 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

akjayant/fancyimpute Fork of iskandr/fancyimpute

Multivariate imputation and matrix completion algorithms implemented in Python

Size: 269 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

akjayant/reinforcement-learning Fork of dennybritz/reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Size: 5.12 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

akjayant/Machine-Learning-Study-Material

Contains Stanford University (CS 229) Machine Learning study material

Size: 2.41 MB - Last synced at: almost 2 years ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 3

akjayant/pytorch-tutorial Fork of yunjey/pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

Language: Python - Size: 12.4 MB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

akjayant/Data-Compression-Algorithm

Language: Python - Size: 1000 Bytes - Last synced at: almost 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

akjayant/Data-Structures-Algorithms-and-OOPS-in-Python

Just some practice codes

Language: Jupyter Notebook - Size: 16.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

akjayant/tests1 Fork of sewashinobi/tests1

Onsite Python Tests

Language: Python - Size: 9.77 KB - Last synced at: almost 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

akjayant/tests2 Fork of sewashinobi/tests2

Online Generic Tests

Size: 1.95 KB - Last synced at: almost 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

akjayant/tensorflow-experiments Fork of sebastianruder/tensorflow-experiments

Repository for experiments with TensorFlow

Language: C++ - Size: 76.3 MB - Last synced at: almost 2 years ago - Pushed at: over 9 years ago - Stars: 0 - Forks: 0

akjayant/My-Neural-networks

My own implementations of neural networks from scratch and some experiments on Keras framework

Language: Jupyter Notebook - Size: 3.19 MB - Last synced at: almost 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

akjayant/Data-Analysis-Pre-processing-and-Regression

Basic excercises of NLP, Numpy, Pandas, Linear Regression

Language: Jupyter Notebook - Size: 5.19 MB - Last synced at: almost 2 years ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

akjayant/keras Fork of keras-team/keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.

Language: Python - Size: 6.94 MB - Last synced at: almost 2 years ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

akjayant/pygta5 Fork of Sentdex/pygta5

Explorations of Using Python to play Grand Theft Auto 5.

Language: Python - Size: 8.57 MB - Last synced at: almost 2 years ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0