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54 results tagged ml  ✕   ✕
geohot/tinygrad https://github.com/geohot/tinygrad
Tue 05 Apr 2022 05:15:13 PM PDT archive.org

For something in between a pytorch and a karpathy/micrograd. This may not be the best deep learning framework, but it is a deep learning framework. Due to its extreme simplicity (<= 1000 lines of code), it aims to be the easiest framework to add new accelerators to, with support for both inference and training. Support basic ops and you get SOTA vision and language models.

python ai ml lightweight deeplearning module models
Perspective https://www.perspectiveapi.com/
Tue 08 Mar 2022 02:15:51 PM PST archive.org

Perspective is a free API that uses machine learning to identify toxic comments, making it easier to host better conversations online.

service api abuse classification moderation ai ml free exocortex
ckoshka/acrossword https://github.com/ckoshka/acrossword
Sat 26 Feb 2022 08:18:55 PM PST archive.org

Acrossword is a small async wrapper around the SentenceBERT library. It has a convenient object-oriented API with two main purposes:

semantic search

  • create miniature, powerful, cached semantic search engines from organised collections of documents
  • easily serialise and deserialise those documents in a gzipped JSON format
  • create documents from cleaned webpages and text files
  • search using different levels of granularity – from a book, to a chapter, to a single sentence

zero-shot text classification

  • simply provide examples of each class, or something as simple as "This sentence is about X", and it will quite reliably classify it correctly

It's useful if you want to avoid larger bloated libraries with capabilities you don't need, and comes with zero fuss.

python search ai ml classification text documents
neuml/txtai https://github.com/neuml/txtai
Wed 12 Jan 2022 04:48:17 PM PST archive.org

txtai executes machine-learning workflows to transform data and build AI-powered semantic search applications. Data is transformed into vector representations for search (also known as embeddings).

ai ml search exocortex semantic vector python
jyguyomarch/awesome-conversational-ai http://jyguyomarch/awesome-conversational-ai
Sat 25 Dec 2021 06:38:31 PM PST archive.org

A curated list of delightful Conversational AI resources.

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owainlewis/awesome-artificial-intelligence https://github.com/owainlewis/awesome-artificial-intelligence
Sat 25 Dec 2021 06:36:44 PM PST archive.org

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

awesome ai ml books papers software
jina-ai/jina https://github.com/jina-ai/jina
Tue 21 Dec 2021 05:12:00 PM PST archive.org

Jina is a neural search framework that empowers anyone to build SOTA and scalable deep learning search applications in minutes. Native support for PyTorch/Keras/ONNX/Paddle. Build solutions in just minutes. Process, index, query, and understand videos, images, long/short text, audio, source code, PDFs, etc. Distributed architecture, scalable & cloud-native from day one. Same developer experience on both local and cloud.

python search neuralnetworks ai ml exocortex
gradio-app/gradio https://github.com/gradio-app/gradio
Tue 21 Dec 2021 05:10:01 PM PST archive.org

Create UIs for your machine learning model in Python in 3 minutes. Quickly create customizable UI components around your models. Gradio makes it easy for you to "play around" with your model in your browser by dragging-and-dropping in your own images, pasting your own text, recording your own voice, etc. and seeing what the model outputs.

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Minitorch https://minitorch.github.io/
Sun 10 Oct 2021 09:04:52 PM PDT archive.org

MiniTorch is a diy teaching library for machine learning engineers who wish to learn about the internal concepts underlying deep learning systems. It is a pure Python re-implementation of the Torch API designed to be simple, easy-to-read, tested, and incremental. The final library can run Torch code. The project was developed for the course Machine Learning Engineering at Cornell Tech.

Github: https://github.com/minitorch/

python ai ml exocortex
Machine Learning Algorithms with Python https://thecleverprogrammer.com/2020/11/27/machine-learning-algorithms-with-python/
Tue 06 Jul 2021 04:09:38 PM PDT archive.org

In this article, I will take you through an explanation and implementation of all Machine Learning algorithms with Python programming language.

Machine learning algorithms are a set of instructions for a computer on how to interact with, manipulate, and transform data. There are so many types of machine learning algorithms. Selecting the right algorithm is both science and art.

ai ml python overview algorithms
jina-ai/jina/ https://github.com/jina-ai/jina/
Thu 08 Apr 2021 11:33:03 AM PDT archive.org

Jina is geared towards building search systems for any kind of data, including text, images, audio, video and many more. With the modular design & multi-layer abstraction, you can leverage the efficient patterns to build the system by parts, or chaining them into a Flow for an end-to-end experience. Large-scale indexing and querying of unstructured data: video, image, long/short text, music, source code, etc. Decentralized architecture from day one. Scalable & cloud-native by design: enjoy containerizing, distributing, sharding, async, REST/gRPC/WebSocket.

Self hostable?

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alexfcoding/PyCameraServer https://github.com/alexfcoding/PyCameraServer
Tue 12 Jan 2021 05:19:31 PM PST archive.org

PyCameraServer is a Flask video / image / Youtube / IP Camera frames online web-editor with live streaming preview for objects recognition, extraction, segmentation, resolution upscaling, styling, colorization, interpolation, using OpenCV with neural network models: YOLO, Mask R-CNN, Caffe, DAIN, EDSR, LapSRN, FSRCNN, ESRGAN.

CUDA enabled.

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LibreTranslate - Free and Open Source Machine Translation API https://libretranslate.com/
Mon 21 Dec 2020 06:16:20 PM PST archive.org

Free and Open Source Machine Translation API. 100% self-hosted, no limits, no ties to proprietary services. Run your own API server in just a few minutes. Playing with it a little, it seems like it might be interesting to experiment with. Supports a couple of languages right now, but at least they're useful ones.

API docs: https://libretranslate.com/docs/

Github: https://github.com/uav4geo/LibreTranslate

The back end appears to be written in Python. Examples of use are in Javascript, but that's not necessarily the way it has to be done.

Language models are kept in a different repo: https://github.com/uav4geo/LibreTranslate-Models

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EleutherAI https://www.eleuther.ai/
Fri 06 Nov 2020 12:29:59 PM PST archive.org

EleutherAI is a grassroots AI research group aimed at democratizing and open sourcing AI research. Multiple projects and usable training corpora. F/OSS model called GPT-Neo.

Several spinoff projects to investigate.

ai ml foss models projects corpora research exocortex leandra
GitHub - tmo324/visum https://github.com/tmo324/visum
Thu 01 Oct 2020 07:31:21 PM PDT archive.org

Script that will detect if a stranger is trying to use your laptop or if a stranger/authorized driver is trying to drive your car. This script will detect the face, and send you an email if new user is not identified.

python ai ml images facialrecognition security
GitHub - TachibanaYoshino/AnimeGAN https://github.com/TachibanaYoshino/AnimeGAN
Tue 24 Mar 2020 03:00:26 PM PDT archive.org

A generative adversarial network that takes images and re-does them in various anime studios' styles. GPU enabled. Download the pre-trained model to get a jumpstart.

ai ml images conversion anime python gpu
GitHub - mindsdb/mindsdb: Machine Learning in one line of code https://github.com/mindsdb/mindsdb
Mon 24 Feb 2020 12:35:28 PM PST archive.org

A framework that instantiates AI/ML models more or less automagickally - one line of code. Can read training data from URLs as well as locally. Has a GUI also but it's an optional install. Sits on top of PyTorch.

python ai ml exocortex collection module
GitHub - irfanICMLL/CoupleGenerator: Generate your lover with your photo https://github.com/irfanICMLL/CoupleGenerator
Mon 13 Jan 2020 03:04:24 PM PST archive.org

The description's kind of weird, but it seems to use a neural network to generate pictures of someone based upon a picture that you give it. "Generate your lover with your photo," whatever that means.

python ai ml neuralnetworks generator images
GitHub - iitzco/faced https://github.com/iitzco/faced
Mon 02 Dec 2019 02:06:32 PM PST archive.org

A face detector (not facial identification) deep learning system based upon OpenCV and Tensorflow. Optimized for CPU, not GPU operation but does have a tensorflow-gpu switch available. Can even identify faces that aren't edge-on or partially obscured.

python module exocortex facialrecognition detection cli ai ml
GitHub - huggingface/transformers https://github.com/huggingface/transformers
Mon 02 Dec 2019 02:03:46 PM PST archive.org

Transformers (formerly known as pytorch-transformers and pytorch-pretrained-bert) provides state-of-the-art general-purpose architectures (BERT, GPT-2, RoBERTa, XLM, DistilBert, XLNet, CTRL...) for Natural Language Understanding (NLU) and Natural Language Generation (NLG) with over 32+ pretrained models in 100+ languages and deep interoperability between TensorFlow 2.0 and PyTorch.

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