Top 23 Jupyter Notebook AI Projects
-
Project mention: I'm failing to download a repository correctly | reddit.com/r/u_No_Possibility_7588 | 2022-01-18
# Install steps - download the `ml-agents` repository `git clone https://github.com/Unity-Technologies/ml-agents` - create a Python folder in `ml-agents` and clone `social_rl` repo into it `svn export https://github.com/google-research/google-research/trunk/social_rl` - copy `environments.py` and `gymwrappers.py` into this Python folder - create a python3.8 environment and install `social_rl` requirements `conda create -n mlagents python=3.8` `pip install -r requirements.txt` - install `ml-agents_envs`, `ml-agents` and `gym-unity` from the `ml-agents` repository `python install setup.py`
-
dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
-
SonarQube
Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.
-
Intel BigDL for Spark which again is for Spark.
-
Project mention: Help me find software which is able to edit images automatically so that I can trace/plot them. Is there software similar to his one below? | reddit.com/r/answers | 2022-01-11
I found one quite quickly, it's even free!
-
Project mention: Text Data Augmentation using GPT-2 Language Model | reddit.com/r/LanguageTechnology | 2021-12-15
A cool library I recently came across for text augmentation is nlpaug, it does a different thing to your approach, but I think both are useful :)
-
machine-learning-experiments
🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo
-
PConv-Keras
Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai
Project mention: [D] Anyone deploy DL models with AWS Lambda? Trying to estimate costs | reddit.com/r/MachineLearning | 2021-04-05https://www.fixmyphoto.ai/ has been deployed "on a serverless React application with AWS lambda functions handling inference" according to the github page.
-
OPS
OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.
-
Deep-Learning-In-Production
Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.
The book is based on an old articles series we wrote on our blog so a big portion of the content is already available for free. We just organized/restructured some of the articles and we added some new material. We use a variety of examples with libraries such as Tensorflow, Flask, uWSGI, Nginx, Docker, Kubernetes, Tensorflow Extended, Google Cloud, Vertex AI. The full code and the articles can be found on Github (https://github.com/The-AI-Summer/Deep-Learning-In-Production)
-
tensor-house
A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain
Hi, how can i use the code of an analysis like this https://github.com/ikatsov/tensor-house/blob/master/pricing/price-optimization-multiple-time-intervals.ipynb but with my data?
-
imodels
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
Project mention: [D] Looking for open source projects to contribute | reddit.com/r/MachineLearning | 2022-01-09Our package imodels is expanding our sklearn-compatible set of interpretable models and always looking for new contributors!
-
Project mention: AI, Security, P2P and Software innovation workshops | news.ycombinator.com | 2021-01-24
-
rtdl
The `rtdl` library + The official implementation of the paper "Revisiting Deep Learning Models for Tabular Data"
Project mention: [P] pytorch-widedeep v1.0.9: the Perceiver and the FastFormer for tabular data are now available in the library | reddit.com/r/MachineLearning | 2021-09-07 -
-
Project mention: What every software engineer should know about search | news.ycombinator.com | 2021-10-18
Assuming you have an NVIDIA GPU, you can build a semantic search engine by indexing CLIP embeds (image or text).
-
I don’t know if any complete project like you are describing. Here is a python based catan botthat someone made https://github.com/bcollazo/catanatron
-
Project mention: [project-showcase] Art I made using neural style transfer. | reddit.com/r/learnmachinelearning | 2021-12-11
Here's the source code
-
Deep-Learning-With-TensorFlow
All the resources and hands-on exercises for you to get started with Deep Learning in TensorFlow
-
-
SuiSense
Using Artificial Intelligence to distinguish between suicidal and depressive messages (4th Place Congressional App Challenge)
I mean, your own notebooks clearly show that your models aren't converging and yet you're launching and marketing this. (?!?). At the very least you should be labeling your product as non-functional alpha POC - and that's generous.
-
bitcoin_price_prediction
This project tries to prediction the bitcoin price with machine and deep learning.
Project mention: Deep And Machine Learning Based Bitcoin Price Prediction | OPEN SOURCE | Jupyter Notebook | reddit.com/r/Python | 2021-03-16Github: onuratakan/bitcoin_price_prediction: This project tries to prediction the bitcoin price with machine and deep learning. (github.com)
-
-
Project mention: How to customize the dataset in this code (mediapipe) | reddit.com/r/AskProgramming | 2021-11-03
Hello. I am very new to Jupyter Notebook and programming in general and things got a little confusing for me. So I'm trying to run this program from this GitHub link https://github.com/prp-e/sign_language_detector So far, it works for me and it was able to do the task intended. However, I was wondering how could I customize the dataset to my liking (i.e. using different words rather than the ones already included) for translation? Steps 5 and 6 of the notebook are data gathering and adding data to the CSV file, respectively, but when I ran it, it didn't change the dataset.
-
Project mention: [P] The ai example codes and explanations for newbies | reddit.com/r/MachineLearning | 2022-01-16
ai_book
Jupyter Notebook AI related posts
- [Tutorial] Building recommendation systems with Tensorflow and ScaNN (Scalable Nearest Neighbors)
- Goldman predicts the euro area will outgrow the U.S. economy over the next two years
- Help me find software which is able to edit images automatically so that I can trace/plot them. Is there software similar to his one below?
- [R] The Illustrated Retrieval Transformer (GPT3 performance at 4% the size)
- [R] Training Machine Learning Models More Efficiently with Dataset Distillation
- [project-showcase] Art I made using neural style transfer.
- Github project showcase: Neural style transfer using CNN
Index
What are some of the best open-source AI projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | google-research | 21,522 |
| 2 | dopamine | 9,713 |
| 3 | BigDL | 3,824 |
| 4 | ArtLine | 3,083 |
| 5 | nlpaug | 2,869 |
| 6 | machine-learning-experiments | 1,180 |
| 7 | PConv-Keras | 838 |
| 8 | Deep-Learning-In-Production | 661 |
| 9 | tensor-house | 598 |
| 10 | imodels | 427 |
| 11 | Workshops | 330 |
| 12 | rtdl | 263 |
| 13 | LessonMaterials | 149 |
| 14 | clip-retrieval | 121 |
| 15 | catanatron | 116 |
| 16 | AI-Art-Generator | 46 |
| 17 | Deep-Learning-With-TensorFlow | 40 |
| 18 | creative-prediction | 18 |
| 19 | SuiSense | 8 |
| 20 | bitcoin_price_prediction | 7 |
| 21 | Animender | 4 |
| 22 | sign_language_detector | 3 |
| 23 | ai_book | 3 |
Are you hiring? Post a new remote job listing for free.
