Pratip Khandelwal's Projects
fast image augmentation library and easy to use wrapper around other libraries
A series of sample code projects to be used for educational purposes during Alexa hackathons and workshops, and as a reference for tutorials and blog posts.
The Alexa Skills Kit SDK for Python helps you get a skill up and running quickly, letting you focus on skill logic instead of boilerplate code.
Files for the Amazon Alexa course.
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
:atom: The hackable text editor
The most cited deep learning papers
:octocat: Curated list of GitHub Issues and Pull Requests templates
A curated list of references for MLOps
A curated list of awesome Python frameworks, libraries, software and resources
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Recurrent Neural Network - A curated list of resources dedicated to RNN
TensorFlow - A curated list of dedicated resources http://tensorflow.org
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
testing deploy
Competitive codes
Caffe: a fast open framework for deep learning.
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
A complete computer science study plan to become a software engineer.
Web-Scraping
Contains the various datasets analysis using Numpy and Pandas library .
Cheat Sheets
Data science interview questions and answers
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
common data analysis and machine learning tasks using python
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
A paper list of object detection using deep learning.
A collection of various deep learning architectures, models, and tips
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
Full Stack Web Development with Flask.