rajpratim's repositories
awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
sigma_coding_youtube
This is a collection of all the code that can be found on my YouTube channel Sigma Coding.
Data-Science--Cheat-Sheet
Cheat Sheets
DeepWay
This project is an aid to the blind. Till date there has been no technological advancement in the way the blind navigate. So I have used deep learning particularly convolutional neural networks so that they can navigate through the streets.
ResumeParser
A framework to parse resumes, extract contact & other information, and check for required terms
dynamic-meta-embeddings
PyTorch implementation of the paper - Dynamic Meta-Embeddings for Improved Sentence Representations, EMNLP 2018
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
handtracking
Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow
lingvo
Lingvo
footprint-database
A Footprint database in scanned and dactyloscopic format
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
PlotNeuralNet
Latex code for making neural networks diagrams
machine_learning_examples
A collection of machine learning examples and tutorials.
mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
tf2_course
Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course
pyod
A Python Toolkit for Scalable Outlier Detection (Anomaly Detection)
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
UnsupervisedMT
Phrase-Based & Neural Unsupervised Machine Translation
Emojinator
A simple emoji classifier for humans.
basic_model_scratch
Implementation of some classic Machine Learning model from scratch and benchmarking against popular ML library
Mumbai-slum-segmentation
Mumbai slum segmentation and change detection on statellite images.
generating-reviews-discovering-sentiment
Code for "Learning to Generate Reviews and Discovering Sentiment"
state-of-the-art-result-for-machine-learning-problems
This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.
Python-Deep-Learning-Projects-1
Python Deep Learning Projects, published by Packt
nmt-chatbot
NMT Chatbot
Python-Deep-Learning-Projects
Codebase for my book "Python DeepLearning Projects" | Learn applied deep learning for various use-cases on NLP, CV and ASR using TensorFlow and Keras. Book link.
nlp
:memo: This repository recorded my NLP journey.