Sajan-Optimal-AI
Machine learning Enthusiast ( Natural Language Processing /Reinforcement Learning )
Cape StartIndia
Pinned Repositories
AI-in-Structural-Health-Monitoring-Identify-Delamination-using-thermal-transient-profile-
Carbon Fibre Reinforced Plastics
ANN-Churn-Modelling
Understanding intution behind neural networks
Autonomous-Ai-drone-scripts
State of the art autonomous navigation scripts using Ai, Computer Vision, Lidar and GPS to control an arducopter based quad copter.
awesome-rl
Reinforcement learning resources curated
awesome-robotics
A list of awesome Robotics resources
Candidate-Name-Extraction-from-PDF-resume-using-SpaCy-Transformer-Pretrained-Model
Roberta Language Model
Chatbot---Attention-Mechanism-
Tensorflow v1 framework
ChatBOT-Series
From low Complexity to High Complexity
Classification-of-Stars-using-Classical-ML
Spartificial
Custom-NER-using-SpaCy-Blank-Model-and-The-Inference
SpaCy 2.0 >< SpaCy 3.0
Sajan-Optimal-AI's Repositories
Sajan-Optimal-AI/Natural-Language-Processing--Naive-Bayes--ML
NLP projects
Sajan-Optimal-AI/Natural-Language-Processing-Beginner-Level
Beginner level projects in NLP
Sajan-Optimal-AI/Deep-Learning---CNN-projects
Image Classification projects
Sajan-Optimal-AI/Deep-Learning---ANN-projects
Simple project on use case of classification and regression
Sajan-Optimal-AI/python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
Sajan-Optimal-AI/Decision-Tree-Classifier---Training-Project
Decision Tree classifier with cost complexity pruning on iris dataset
Sajan-Optimal-AI/Logistic-Regression---Training-Project
Logistic Regression on iris dataset
Sajan-Optimal-AI/Training-Projects
Beginner level ML algorithms
Sajan-Optimal-AI/Heroku-Demo
Sajan-Optimal-AI/awesome-robotics
A list of awesome Robotics resources
Sajan-Optimal-AI/Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Sajan-Optimal-AI/Data-analysis-and-Data-Analytics
Sajan-Optimal-AI/Dimensionality-reduction-and-classification-on-Hyperspectral-Images-Using-Python
In this repository, You can find the files which implement dimensionality reduction on the hyperspectral image(Indian Pines) with classification.
Sajan-Optimal-AI/Natural-Language-Processing
Sajan-Optimal-AI/Pytorch-Tutorial
Sajan-Optimal-AI/Rocket-Series
CRP Rocket Series files
Sajan-Optimal-AI/gym_projectile
A simple implementation of an OpenAI Gym environment, which simulates a projectile trajectory
Sajan-Optimal-AI/rl_ardrone
Autonomous Navigation of UAV using Reinforcement Learning algorithms.
Sajan-Optimal-AI/Landing-a-SpaceX-Falcon-heavy-using-Proximal-Policy-Optimization-
Landing a SpaceX Falcon Heavy Rocket in simulation using Reinforcement learning. Reinforcement learning is a technique that lets an agent learn how best to act in an environment using rewards as its signal. OpenAI released a library called Gym that lets us train AI agents really easily. We'll also use Stable Baselines and gym libraries to build an RL agent capable of landing a rocket perfectly. The specific algorithm we will be using is called proximal policy optimization, this is an improved version of actor-critic algorithm.
Sajan-Optimal-AI/Reinforcement-Learning-Lunar_Lander
Sajan-Optimal-AI/Landing-a-Rocket-Using-Machine-Learning
Sajan-Optimal-AI/Stanford-Machine-Learning-Course-on-COURSERA
In this repository, you will find the lecture slides and programming assignments that i have done during the course.
Sajan-Optimal-AI/Landing-A-Rocket-With-Simple-Reinforcement-Learning
This repo gives an example of using a simple method of reinforcement learning to beat the Lunar Lander environment. The agent uses a combination of CEM and neural networks using the pytorch library.
Sajan-Optimal-AI/SpaceX_Rocket_Landing
OpenAI gym extension of Simulated SpaceX rocket landing. The repository also contains a solution using DDSM (Deep Deterministic Selective Memory)
Sajan-Optimal-AI/MultipleRocketLanding
Box 2D environment simulating multiple rocket landing simultaneously