Pradeep Singh's starred repositories
build-your-own-x
Master programming by recreating your favorite technologies from scratch.
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
tensorflow-generative-model-collections
Collection of generative models in Tensorflow
ml-system-design-pattern
System design patterns for machine learning
machine-learning-interview-enlightener
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
scikit-learn-tips
:robot::zap: 50 scikit-learn tips
leetcode-python
Leetcode Python Solution and Explanation. Also a Guide to Prepare for Software Engineer Interview.
CartoonGan-tensorflow
Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.
dickrnn.github.io
a recurrent network trained to draw dicks
StyleGAN2-Tensorflow-2.0
StyleGAN 2 in Tensorflow 2.0
practicals-2019
Practical notebooks for Khipu 2019, held in Universidad de la República in Montevideo.
data-pipelines-course
Course materials for my data pipeline video course with O'Reilly
data-science-prep
Problems from https://datascienceprep.com/
neural-networks-from-scratch
An implementation of convolutional networks in NumPy!
crnn-pytorch
✍️ Convolutional Recurrent Neural Network in Pytorch | Text Recognition
ML-Model-Flask-Deployment
Demo project to show how Machine Learn Models are deployed on production using Flask API
matching-networks-tf
Implementation of Matching Networks for One Shot Learning in TensorFlow 2.0
caption-it
Image Captioning Web Application with PyTorch and Flask - Implementation of "Show and Tell: A Neural Image Caption Generator"
Neural-Machine-Translation
Tensorflow 2.0 implementation of Neural Machine Translation using Transformer Model
cv-classification-template
Template for running computer vision classification experiments
Python-Programming
My collection of python programs