Ashish Rana's repositories
verilog-starter-tutorials
Tutorial series on verilog with code examples. Contains basic verilog code implementations and concepts.
online-course-recommendation-system
Built on data from Pluralsight's course API fetched results. Works with model trained with K-means unsupervised clustering algorithm.
fibonacci-initialized-neural-networks
A repository containing experimental results about fibonacci intialized neural networks in comparison to random intialization neural networks.
cautious-integration-analysis
Some dissection analysis of integration of multiple tools
prototyping-self-driving-agents
This repository contains python code notebooks for the Manning liveProject: Prototyping self-driving agents in OpenAI Gym with Reinforcement Learning
Concise-Interview-Prep
Preperation repository with concise resources for modern day requirements of Software Engineering Interviews. Specific Details to Techincal Rounds.
MarkovMusicalChain
Markov chain being used to make music i.e. an example of Grapheme to Phoneme
nalu-cell-counting
Repository containing code for the presented paper on arxiv "Exploring Cell counting with Neural Arithmetic Logic Units" for reference and replicating results.
calcnet-experiments
This repository contains experimental setup for experiments conducted in 'Exploring numerical calculations with CalcNet' paper that was published in ICTAI 2019.
easy-latex-resume-and-cv
Most updated copy of my resume, along with its LaTeX code. Fully optimized for automated information extraction tools.
logistic-regression-on-highly-skewed-data
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.
smart-pdf-ocr-denoiser
OCR Denoising for digitalized PDF documents
TreasureHuntGameApplication
An application to conduct treasure hunt events with editable puzzles where each puzzle is solved via scanning QR Code.
aima-pseudocode
Pseudocode descriptions of the algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
analyzing-cooperative-marls
This repository contains implementations for reward shaping based governance kernel layer experiments
checker-framework
Pluggable type-checking for Java
arana-initiatives.github.io
Descriptive website for DeepVisionCentre : which is repository for multiple deep learning projects being implemented for reallife use cases.
ashishrana160796
Introduction for human: Ashish Rana
building-safer-autonomous-agents
Repository for CCCI2021 Research Paper: 'Building Safer Autonomous Agents by Leveraging Risky Driving Behavior Knowledge'
finite-mdp
Gym environment for MDPs with finite state and action spaces
Gradient-Descent-Variants
Utility Scripts containging functions for importing and using different Gradient Descent Variants
highway-env
A minimalist environment for decision-making in autonomous driving
ideal-starting-basic-deep-learning-mini-projects
8 beginner friendly deep learning projects to get you started on deep learning journey.
nn-grocery-shelves
Recognition of product positions on shelf images using neural networks
rl-agents
Implementations of Reinforcement Learning and Planning algorithms
Small-SAML-Note
Repository providing explanation about basic SAML concepts in simple manner.
StaticCodeAnalysisPresentationAndDemo
This repository contains a presentation of static code analysis from multiple different open source tools.
two-layer-ensemble-model
A two layer ensemble model with multiple functions for pre-processing and visualization.