Deep Learning Fundamentals NLP Tools

Educational courses, tutorials, and homework implementations covering core deep learning theory and practical applications across multiple domains (CV, NLP). Does NOT include domain-specific applications, specialized tools, or repositories focused on solving particular NLP tasks.

There are 52 deep learning fundamentals tools tracked. The highest-rated is wangz10/tensorflow-playground at 39/100 with 80 stars.

Get all 52 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=deep-learning-fundamentals&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	wangz10/tensorflow-playground Implementations of some Deep Learning models using tensorflow with...	39	Emerging	80	Python
2	codelucas/cracking-the-da-vinci-code-with-google-interview-problems-and-nlp-in-python A guide on how to crack combinatorics puzzles shown in The Da Vinci Code...	36	Emerging	83	Python
3	ChengjinLi/machine_learning 机器学习、深度学习、NLP实战项目	32	Emerging	152	Python
4	arewadataScience/ArewaDS-Deep-Learning Arewa Data Science Deep Learning Curricula	31	Emerging	16	Jupyter Notebook
5	gtesei/DeepExperiments TensorFlow/Keras experiments on computer vision and natural language processing	31	Emerging	9	Jupyter Notebook
6	martin-fabbri/colab-notebooks Colab notebooks exploring different Machine Learning topics.	30	Emerging	16	Jupyter Notebook
7	harsh306/ML_Notes Quick recall notes and tutorial links for various Math, Machine learning and...	29	Experimental	10	—
8	acbetter/acsome_machine_learning 170730 甜品店打杂的机器学习 & 深度学习资源整理	29	Experimental	9	—
9	rtwhite1546/Fall-2020-Neural-Networks Files from Ryan White's MTH 4320/5320 Neural Networks course at Florida Tech...	29	Experimental	7	Jupyter Notebook
10	georgosgeorgos/dlss_tsinghua Deep Learning Summer School	28	Experimental	6	Jupyter Notebook
11	glqglq/prml_note 机器学习与模式识别相关笔记	27	Experimental	43	—
12	Vaibhavs10/10_days_of_deep_learning 10 days 10 different practical applications of Deep Learning (primarily NLP)...	27	Experimental	31	Jupyter Notebook
13	harshit158/intuitive-shorts A collection of intuitive explanations and short summaries (hence the name...	26	Experimental	3	—
14	dheerajnbhat/deeplearning.ai-courses This repository contains all the assignments of deeplearning.ai courses.	25	Experimental	3	Jupyter Notebook
15	bereml/iap Materiales del curso de Introducción al Aprendizaje Profundo de la...	25	Experimental	5	Jupyter Notebook
16	lyj555/SelfLearning 该项目主要是自学过程中对于一些知识点的整理，项目整体分为四部分，分别是算法、工程、工具和数学知识。算法部分主要是常用的机器学习（LR、SVM、树模型、XG...	24	Experimental	25	Jupyter Notebook
17	weihanchen/google-colab-python-learn 📚 Learn Google Colab、Python、ML、OpenAI、Whisper、spaCy、NLP、HuggingFace	24	Experimental	20	Jupyter Notebook
18	AI-Papers-Translation/StudyNotes-CN 使用 MD 文件记录 Java, Python, ML, DL, NLP 的学习笔记	24	Experimental	20	TeX
19	jyjnote/PaperWithCode This repository serves as a collection of various papers and practice codes...	24	Experimental	4	Jupyter Notebook
20	hoangtnm/deep-learning Experiments built with TensorFlow, PyTorch and some materials for learning...	24	Experimental	2	Jupyter Notebook
21	leftthomas/Tutorials This repertory contains some resources which I learn new technologies	24	Experimental	9	DIGITAL Command Language
22	leolellisr/deep_learning_projects Repository with Deep Learning implementations in Jupyter Notebooks	23	Experimental	2	Jupyter Notebook
23	bhavsarpratik/deep-learning-notebooks A collection of some of my deep learning experiments on NLP.	23	Experimental	9	Jupyter Notebook
24	MichaelYxWang/Coursera-Deep-Learning Coursera Deep Learning Specialization: Code Implementation, Lecture Notes...	23	Experimental	10	Jupyter Notebook
25	hellonlp/deep-learning 搭建、深度学习、前向传播、反向传播、梯度下降和模型参数更新、classification、forward-propagation、backward-pro...	21	Experimental	10	Python
26	PhamThe-KHDL/DS201.M11-Deep-Learning-in-Data-Science DS201.M11 - Deep Learning Trong Khoa Học Dữ Liệu	20	Experimental	5	Jupyter Notebook
27	Bredalis/TensorFlow 🟠 Library to work with vectors 🟠	20	Experimental	1	Python
28	broutonlab/deep-learning-course Course on deep learning and it's applications in Computer Vision, Natural...	19	Experimental	7	Jupyter Notebook
29	paperClub-hub/paperClub_daily PaperClub 资源站：不间断分享中小型项目, 主要分享各类视觉算法、文本算法和前后端等实用性工程项目，主要开发语言为python，vue等；	17	Experimental	4	Jupyter Notebook
30	SwayamInSync/deep-learning Repo for helping me to learn DL	16	Experimental	3	Jupyter Notebook
31	kbu9299/tensorflow-in-action TensorFlow 2 In Action	16	Experimental	4	Jupyter Notebook
32	YusufSyam/Deep-Learning Deep Learning with tensorflow and keras	15	Experimental	2	Jupyter Notebook
33	sagebei/deep_learning_in_action_with_python 本书由人民邮电出版社出版。本书全方位解读深度学习五大主流与前沿技术，理论与实战紧密结合，详解深度学习模型在计算机视觉、自然语言处理、金融、强化学习等众多领...	15	Experimental	2	Jupyter Notebook
34	im-shriram/Deep-Learning-CourseWork A Complete Course Work of Deep Learning	15	Experimental	1	Jupyter Notebook
35	mohamed-ali/d2l-ar تعمّق في التعلّم العميق: كتاب تفاعلي حول التعلّم العميق يدمج الرياضيات و...	15	Experimental	6	TeX
36	Sandeep42/deep-learning-book-notes Notebooks prepared while reading the Deep Learning book	15	Experimental	6	Jupyter Notebook
37	anuragk1121/First-Principles-Deep-Learning 🧠 Build and understand core deep learning architectures from scratch using...	14	Experimental	—	—
38	UBC-NLP/dlr Deep Learning Research (The University of British Columbia)	14	Experimental	7	—
39	yang-su2000/Machine-Learning-Notebook Machine learning self-notes, review the best papers across all times.	14	Experimental	1	Python
40	mituskillologies/pgdai-nlpcv-cdac NLP and Computer Vision programs of CDAC course PG-DAI in December 2023....	14	Experimental	1	Jupyter Notebook
41	alanzhu07/Coursework CMU Machine Learning, Deep Learning, Computer Vision, NLP coursework code	13	Experimental	10	Python
42	surpoloyang/d2l-notebook-with-exercise-answers-pytorch Exercise answers of d2l JupyterNotebook based on...	13	Experimental	7	Jupyter Notebook
43	ousinka/d2lcoder 重新整理深度学习相关知识。里面包含线性神经网络、多层感知机、卷积神经网络、现代神经网络、循环神经网络等。包含：算法、代码、项目、电子书等。让深度学习可平易近人。	12	Experimental	3	Java
44	janymuong/ML-Synapses-TensorFlow Machine Learning in TensorFlow	12	Experimental	1	Jupyter Notebook
45	hammadii123/Deep-Learning-Tutorials A collection of open-source Deep Learning Labs using PyTorch, TensorFlow, and Keras.	12	Experimental	1	Jupyter Notebook
46	landry-some/deep_learning A collection of Jupyter Notebooks exploring Deep Learning techniques	12	Experimental	1	Jupyter Notebook
47	UnknownRandomBeast/Implementation-of-Some-Papers-Related-to-Neural-Networks-and-Deep-Learning This repository contains Python implementations of various papers that I...	11	Experimental	2	Jupyter Notebook
48	Shr3yash/DeepLearning-Tensorflow learning machine learning from machine for machine learning	11	Experimental	2	Jupyter Notebook
49	krmayankb/NeuralNetwork-Foundations The purpose of this repository is to provide beginners with a solid...	11	Experimental	2	Python
50	RISHIT7/Fundamentals-of-DL-Liibrary A repository re-implement from scratch, fundamentals of any deep learning...	10	Experimental	1	Jupyter Notebook
51	ironartisan/MachineLearning 机器学习笔记	10	Experimental	1	Jupyter Notebook
52	daved01/deconvoluteai-tutorials Tutorials and code related to my website DeconvoluteAI.	10	Experimental	1	Jupyter Notebook