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Deep Learning Papers Reading Roadmap

Appears in 5 awesome lists

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Open github.comfloodsung/deep-learning-papers-reading-roadmap

Found in these lists

Awesome Data Analysis

Section: Resources · Curated roadmap of seminal deep learning papers for newcomers.

FreshScore 80

awesome-python

Section: Other · Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

FreshScore 81

Awesome Roadmaps

Section: AI / Machine Learning / Data Science · Reading roadmap through influential deep learning papers.

FreshScore 83

Machine Learning & Deep Learning Tutorials

Section: Deep Learning

StaleScore 57

Awesome Roadmaps

Section: Roadmaps

StaleScore 45

Awesome Machine Learning

The definitive curated list of machine learning frameworks, libraries and software organized by language. Covers Python, C++, Java, JavaScript, and more with comprehensive coverage of the ML ecosystem. CC0-1.0 licensed.

In 15 listsDetails

Free Programming Books

books: Freely available programming books

In 7 listsDetails

Awesome Deep Learning

A curated list of awesome Deep Learning tutorials, projects and communities.

In 9 listsDetails

Awesome Artificial Intelligence

Curated list of artificial intelligence courses, books, video lectures, and papers for developers and researchers. MIT licensed.

In 7 listsDetails

Opik

Comet's open-source AI observability and evaluation platform: deep tracing of LLM calls, conversation logging, and agent activity, plus built-in eval metrics, prompt versioning, guardrails, and the Opik Agent Optimizer. Worth including because it unifies observability, verification, and…

In 16 listsDetails

LlamaIndex

(MIT) provides modules for structured outputs at different levels of abstraction, including output parsers for text completion endpoints, Pydantic programs for mapping prompts to structured outputs using function calling or output parsing, and pre-defined Pydantic programs for specific output types.

In 14 listsDetails

Awesome Math

🟪 - Another awesome list for mathematics, useful generally but often applicable to programming.

In 6 listsDetails

Colossal-AI

(from Hpcaitech) - A Unified Deep Learning System for Large-Scale Parallel Training (1D, 2D, 2.5D, 3D and sequence parallelism, and ZeRO protocol).

In 14 listsDetails