Sougata Pramanik's Projects
Repo for the Deep Learning Nanodegree Foundations program.
Introduction to Deep Neural Networks with Keras and Tensorflow
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Tangible and Practical Deep Learning Projects Repository for Healthcare such as Cancer, Drug Discovery, Genomic and More
Repo for the Deep Reinforcement Learning Nanodegree program
A deep NLP library, based on Keras / tf, focused on question answering (but useful for other NLP too)
Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06
Deep Learning notes and practical implementation with Tensorflow and keras. Text Analytics and practical application implementation with NLTK, Spacy and Gensim.
A collection of various deep learning architectures, models, and tips
Introduction to Deep Learning for Natural Language Processing
This repository contains my full work and notes on Deeplearning.ai GAN Specialization (Generative Adversarial Networks)
This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai
Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)
Deep Learning Examples
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
TensorFlow Basic Tutorial Labs
Deep Learning NLP Pipeline implemented on Tensorflow
Deep NLP Course
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot
Deep Learning tutorials in jupyter notebooks.
Keras DL models to answer 8th grade science multiple choice questions (Kaggle AllenAI competition).
Deep Learning for NLP resources
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
Keras tutorial for beginners (using TF backend)
TensorFlow tutorials and best practices.