Akshay Joshi's Projects
Special GitHub repository to demonstrate my projects, publications, and miscellaneous code contributions.
Repository contains code to develop my research portfolio website
Designing a context-aware Intelligent Assistant using Deep-Q Learning as part of ATIS courseware at Saarland University
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Learning Convolutional Neural Networks with Interactive Visualization.
The COVID-19 Tweets dataset hosted on Kaggle has 92,276 unique tweets related to the COVID-19 pandemic. Each tweet containes the high-frequency hashtag (#covid19) and are scrapped using Twitter API. The dataset does not contain sentiment labels corresponding to each tweet. Thus, supervised learning (ML/DL) methods cannot be used directly for training on the dataset.
YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )
Implementation of Auto Encoding Transformers for Art Style Recognition
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
Cheat Sheet
Implementation of a real-time event-driven Vehicle Detection & Counting system using OpenCV & YOLO v3 (608 x 608)
GPT-3: Language Models are Few-Shot Learners
Implementation of a custom Sparse Adjacency Matrix (prior) for a Graph Neural Network classifier for MNIST
Seminar on Hybrid Machine Learning
Python solutions for Leet Code/GeeksforGeeks Interview Questions
Minimum Viable Study Plan for Machine Learning Interviews from FAAG, Snapchat, LinkedIn.
MQTT Client application to simulate lightweight, publish-subscribe network protocol for IoT devices.
Containerized Microservice Mesh Development & Depolyment using Python, Flask, Docker & Kubernetes
NLP project to implement a Deep Neural Question Answering System utilizing Knowledge Graphs and Wikipedia Corpus
The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate
Implementation of CNNs and finetuning pre-trained VGG-11 model on CIFAR
ServiceNow AI Challenge
File Transfer Simulation with MD5 Hash Check
Automated Speech Recognition, Manifold Learning & Agglomerative Clustering
VIP cheatsheets for Stanford's CS 230 Deep Learning
Multi-stage Informational Retrieval & Ranking System developed as part of Statistical Natural Language Processing coursework
StyleGAN2 - Official TensorFlow Implementation