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 34 deep learning fundamentals tools tracked. The highest-rated is wangz10/tensorflow-playground at 46/100 with 80 stars.

Get all 34 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	wangz10/tensorflow-playground Implementations of some Deep Learning models using tensorflow with...	46	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...	43	Emerging	83	Python
3	ChengjinLi/machine_learning 机器学习、深度学习、NLP实战项目	39	Emerging	152	Python
4	gtesei/DeepExperiments TensorFlow/Keras experiments on computer vision and natural language processing	38	Emerging	9	Jupyter Notebook
5	arewadataScience/ArewaDS-Deep-Learning Arewa Data Science Deep Learning Curricula	38	Emerging	16	Jupyter Notebook
6	martin-fabbri/colab-notebooks Colab notebooks exploring different Machine Learning topics.	37	Emerging	16	Jupyter Notebook
7	acbetter/acsome_machine_learning 170730 甜品店打杂的机器学习 & 深度学习资源整理	36	Emerging	9	—
8	harsh306/ML_Notes Quick recall notes and tutorial links for various Math, Machine learning and...	36	Emerging	10	—
9	Vaibhavs10/10_days_of_deep_learning 10 days 10 different practical applications of Deep Learning (primarily NLP)...	34	Emerging	31	Jupyter Notebook
10	glqglq/prml_note 机器学习与模式识别相关笔记	34	Emerging	43	—
11	harshit158/intuitive-shorts A collection of intuitive explanations and short summaries (hence the name...	33	Emerging	3	—
12	weihanchen/google-colab-python-learn 📚 Learn Google Colab、Python、ML、OpenAI、Whisper、spaCy、NLP、HuggingFace	31	Emerging	20	Jupyter Notebook
13	leftthomas/Tutorials This repertory contains some resources which I learn new technologies	31	Emerging	9	DIGITAL Command Language
14	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...	31	Emerging	25	Jupyter Notebook
15	AI-Papers-Translation/StudyNotes-CN 使用 MD 文件记录 Java, Python, ML, DL, NLP 的学习笔记	31	Emerging	20	TeX
16	jyjnote/PaperWithCode This repository serves as a collection of various papers and practice codes...	31	Emerging	4	Jupyter Notebook
17	MichaelYxWang/Coursera-Deep-Learning Coursera Deep Learning Specialization: Code Implementation, Lecture Notes...	30	Emerging	10	Jupyter Notebook
18	bhavsarpratik/deep-learning-notebooks A collection of some of my deep learning experiments on NLP.	30	Emerging	9	Jupyter Notebook
19	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...	28	Experimental	10	Python
20	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；	24	Experimental	4	Jupyter Notebook
21	SwayamInSync/deep-learning Repo for helping me to learn DL	23	Experimental	3	Jupyter Notebook
22	kbu9299/tensorflow-in-action TensorFlow 2 In Action	23	Experimental	4	Jupyter Notebook
23	YusufSyam/Deep-Learning Deep Learning with tensorflow and keras	22	Experimental	2	Jupyter Notebook
24	mituskillologies/pgdai-nlpcv-cdac NLP and Computer Vision programs of CDAC course PG-DAI in December 2023....	21	Experimental	1	Jupyter Notebook
25	UBC-NLP/dlr Deep Learning Research (The University of British Columbia)	21	Experimental	7	—
26	surpoloyang/d2l-notebook-with-exercise-answers-pytorch Exercise answers of d2l JupyterNotebook based on...	20	Experimental	7	Jupyter Notebook
27	alanzhu07/Coursework CMU Machine Learning, Deep Learning, Computer Vision, NLP coursework code	20	Experimental	10	Python
28	hammadii123/Deep-Learning-Tutorials A collection of open-source Deep Learning Labs using PyTorch, TensorFlow, and Keras.	19	Experimental	1	Jupyter Notebook
29	Shr3yash/DeepLearning-Tensorflow learning machine learning from machine for machine learning	18	Experimental	2	Jupyter Notebook
30	daved01/deconvoluteai-tutorials Tutorials and code related to my website DeconvoluteAI.	17	Experimental	1	Jupyter Notebook
31	landry-some/deep_learning A collection of Jupyter Notebooks exploring Deep Learning techniques	16	Experimental	1	Jupyter Notebook
32	MichiganNLP/video-fill-in-the-blank FIBER data and code.	12	Experimental	6	Jupyter Notebook
33	LoukasPap/machine-learning-course Assignments of my university's course: Machine Learning \| 2020-2021	11	Experimental	3	Jupyter Notebook
34	Danielto1404/master-courses A collection of courses at Master program at Deep Learning department in...	10	Experimental	2	Jupyter Notebook