Ashish Rana's Projects
Pseudocode descriptions of the algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
This repository contains implementations for reward shaping based governance kernel layer experiments
Descriptive website for DeepVisionCentre : which is repository for multiple deep learning projects being implemented for reallife use cases.
AI-generated Content Detection and Understanding with Low-resource Training and Augmentations
Introduction for human: Ashish Rana
Personal website for human named as Ashish Rana
Repository for CCCI2021 Research Paper: 'Building Safer Autonomous Agents by Leveraging Risky Driving Behavior Knowledge'
This repository contains experimental setup for experiments conducted in 'Exploring numerical calculations with CalcNet' paper that was published in ICTAI 2019.
Some dissection analysis of integration of multiple tools
Pluggable type-checking for Java
Preperation repository with concise resources for modern day requirements of Software Engineering Interviews. Specific Details to Techincal Rounds.
Most updated copy of my resume, along with its LaTeX code. Fully optimized for automated information extraction tools.
A repository containing experimental results about fibonacci intialized neural networks in comparison to random intialization neural networks.
Gym environment for MDPs with finite state and action spaces
Utility Scripts containging functions for importing and using different Gradient Descent Variants
Automatically generate headlines to short articles
A minimalist environment for decision-making in autonomous driving
8 beginner friendly deep learning projects to get you started on deep learning journey.
A logistic regression model with cross-validation strategy employed onto it to produce good enough results for India ML Hiring Hackathon 2019 and securing 410th rank.
Comparitive study of Genetic Algorithm and RandomOptimization nature inspired algorithm's benchmark functions for optimization of multi-dimensional chromosome.
Generating music using markov chains
Markov chain being used to make music i.e. an example of Grapheme to Phoneme
Repository containing code for the presented paper on arxiv "Exploring Cell counting with Neural Arithmetic Logic Units" for reference and replicating results.
Recognition of product positions on shelf images using neural networks
Built on data from Pluralsight's course API fetched results. Works with model trained with K-means unsupervised clustering algorithm.
This repository contains python code notebooks for the Manning liveProject: Prototyping self-driving agents in OpenAI Gym with Reinforcement Learning
Implementations of Reinforcement Learning and Planning algorithms
This Repository contains series of python programs for simulations of Schelling Model i.e. each node in a grid must satisfy threshold neighbourhood property.
This is an open source android application which uses the TheMoviesDB database for making http request through Retrofit Library usage and fetches result and displays them.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent