Machine Learning & Research
ΠΡΠΏΠΈΡΡ Π·Π°ΠΏΠΎΠΌΠΈΠ½Π°ΡΡΠΈΠΉΡΡ Π½ΠΎΠΌΠ΅Ρ Π΄Π»Ρ Π²Π°ΡΠ΅Π³ΠΎ Π±ΠΈΠ·Π½Π΅ΡΠ°
ΠΠ»Π°Π³ΠΎΠ²ΠΈΠ΄Π½ΡΠΉ ΠΌΠΎΠ±ΠΈΠ»ΡΠ½ΡΠΉ Π½ΠΎΠΌΠ΅Ρ - ΡΡΠΎ Π½Π΅ ΠΏΡΠΎΡΡΠΎ-Π½Π°ΠΏΡΠΎΡΡΠΎ ΡΡΠ°ΡΡΠ»ΠΈΠ²ΠΎΠ΅ ΡΠΎΡΠ΅ΡΠ°Π½ΠΈΠ΅ ΡΠΈΡΠ΅Π», Π° Π²Π»ΠΈΡΡΠ΅Π»ΡΠ½ΡΠΉ ΠΈΠ½ΡΡΡΡΠΌΠ΅Π½ΡΠ°ΡΠΈΠΉ Π΄Π»Ρ ΠΏΡΠ΅Π΄ΠΏΡΠΈΠ½ΠΈΠΌΠ°ΡΠ΅Π»ΡΡΡΠ²Π° ΠΈ ΡΠ»Π΅ΠΌΠ΅Π½Ρ ΠΈΠ½Π΄ΠΈΠ²ΠΈΠ΄ΡΠ°Π»ΡΠ½ΠΎΠ³ΠΎ ΡΡΠ°ΡΡΡΠ°. ΠΠ΅Π·Π°Π±ΡΠ²Π°Π΅ΠΌΠ°Ρ ΠΊΠΎΠΌΠ±ΠΈΠ½Π°ΡΠΈΡ ΡΠ²Π΅Π»ΠΈΡΠΈΠ²Π°Π΅Ρ Π΄ΠΎΠ²Π΅ΡΠΈΠ΅ ΠΏΠΎΡΠ΅ΡΠΈΡΠ΅Π»Π΅ΠΉ, ΠΌΠ½ΠΎΠΆΠΈΡ ΠΊΠΎΠ»ΠΈΡΠ΅ΡΡΠ²ΠΎ Π·Π²ΠΎΠ½ΠΊΠΎΠ² Ρ ΡΠ΅ΠΊΠ»Π°ΠΌΡ ΠΈ ΠΏΡΠΎΡΡΠΎ Π·Π°ΠΏΠΎΠΌΠΈΠ½Π°Π΅ΡΡΡ Ρ 1-ΠΎΠ³ΠΎ Π²Π·Π³Π»ΡΠ΄Π°. ΠΡΠ»ΠΈ Π²Ρ Π΄ΡΠΌΠ°Π΅ΡΠ΅ ΡΠ΅Π½ΡΠ°Π±Π΅Π»ΡΠ½ΠΎ ΠΌΠΎΠ½Π΅ΡΠΈΠ·ΠΈΡΠΎΠ²Π°ΡΡ ΠΈΠΌΠ΅ΡΡΠΈΠΉΡΡ Ρ Π²Π°Ρ ΡΠ΅Π΄ΠΊΠΈΠΉ ΠΊΠΎΠ½ΡΠ°ΠΊΡ ΠΈΠ»ΠΈ ΠΏΠ»Π°Π½ΠΈΡΡΠ΅ΡΠ΅ ΠΊΡΠΏΠΈΡΡ Π·ΠΎΠ»ΠΎΡΡΠ΅ Π½ΠΎΠΌΠ΅ΡΠ° Π΄Π»Ρ ΡΠΈΡΠΌΡ, ΡΠΏΠ΅ΡΠΈΠ°Π»ΠΈΠ·ΠΈΡΠΎΠ²Π°Π½Π½ΡΠΉ web-ΡΠ°ΠΉΡ tnomera.ru ΠΏΠΎΠΌΠΎΠΆΠ΅Ρ ΡΠ΅ΡΠΈΡΡ ΡΠ°ΠΊΡΡ...
ΠΠ΅Π²Π°ΠΉΡΡ ΠΈ Π½Π°ΡΡΡΠΎΠΉΠΊΠΈ Π·Π²Π΅Π·Π΄ ΠΊΠΈΠ±Π΅ΡΡΠΏΠΎΡΡΠ° Π² CS2
ΠΠ½ΡΠ΅ΡΠ½Π΅Ρ-ΡΠ΅ΡΠ²ΠΈΡ https://cs-config.com ΠΌΠΎΠΆΠ΅Ρ ΠΏΡΠ΅Π΄Π»ΠΎΠΆΠΈΡΡ ΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°ΡΠ΅Π»ΡΠΌ ΠΊΡΡΠΏΠ½Π΅ΠΉΡΡΡ ΠΈ Π΄ΠΎΠ²ΠΎΠ»ΡΠ½ΠΎ ΡΠ°ΡΡΠΎ ΠΎΠ±Π½ΠΎΠ²Π»ΡΠ΅ΠΌΡΡ Π±Π°Π·Ρ ΠΆΠΈΠ²ΠΎΡΡΠ΅ΠΏΠ΅ΡΡΡΠΈΡ
ΠΊΠΎΠ½ΡΠΈΠ³ΡΡΠ°ΡΠΈΠΉ, ΠΏΡΠΈΡΠ΅Π»ΠΎΠ² ΠΈ ΠΏΠ°ΡΠ°ΠΌΠ΅ΡΡΠΎΠ² Π·Π°ΠΏΡΡΠΊΠ° ΠΎΡ ΡΠΌΠ΅Π»ΡΡ
ΠΈΠ³ΡΠ°ΡΡΠΈΡ
Π² CS2. ΠΠ° Π²Π΅Π±ΡΠ°ΠΉΡΠ΅ ΡΠΎΡΡΠ΅Π΄ΠΎΡΠΎΡΠ΅Π½Ρ Π½Π°ΡΡΡΠΎΠΉΠΊΠΈ Π»ΡΡΡΠΈΡ
ΠΊΠΈΠ±Π΅ΡΡΠΏΠΎΡΡΡΠΌΠ΅Π½ΠΎΠ², ΠΏΠΎΠΏΡΠ»ΡΡΠ½ΡΡ
ΡΡΡΠΈΠΌΠ΅ΡΠΎΠ² ΠΈ ΡΡΡΠ±Π΅ΡΠΎΠ², ΡΡΠΎ ΠΌΠΎΠΆΠ΅Ρ Π΄Π°ΡΡ Π²ΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡΡ ΡΠ°Π½Π°ΡΠ°ΠΌ ΡΡΡΠ΅ΡΠ° ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°ΡΡ ΠΈΡΠΏΡΡΠ°Π½Π½ΡΠ΅ ΠΏΡΠ΅ΡΠ΅ΡΡ Π΄Π»Ρ ΡΠ²ΠΎΠ΅ΠΉ ΠΈΠ³ΡΡ. ΠΠ΄ΠΌΠΈΠ½ΠΈΡΡΡΠ°ΡΠΈΡ ΡΠ΅ΡΡΡΡΠ° ΠΎΡΠ²Π΅ΡΡΡΠ²Π΅Π½Π½ΠΎ ΡΠ»Π΅Π΄ΠΈΡ Π·Π° ΡΡΡΠ½ΠΈΡΠ½ΠΎΠΉ ΡΡΠ΅Π½ΠΎΠΉ, Π±ΡΡΡΡΠΎ ΠΎΠ±Π½ΠΎΠ²Π»ΡΡ ΡΠ°ΠΉΠ»Ρ ΡΡΠ°Π·Ρ ΠΏΠΎΡΠ»Π΅...
PONYTAIL, DEEPSPEC, AND THE AI AGENT EXPLOSION -- THIS WEEK'S BIGGEST GITHUB TRENDING STORIES
PONYTAIL, DEEPSPEC, AND THE AI AGENT EXPLOSION -- THIS WEEK'S BIGGEST GITHUB TRENDING STORIES
If you blinked this week, you missed it. GitHub's trending page looks like someone shook the open source snow globe and every single flake landed as an AI agent tool. I'm not exaggerating -- the top 10 of 12 trending repos created this month are AI-adjacent, and the one sitting at #1 just crossed 68,000 stars in under three weeks. That is not normal. That is a paradigm shift happening in real time,...
The Agency: 119K GitHub Stars Later, Someone Finally Built the AI Dev Team You Actually Want
THE AGENCY: 119K GITHUB STARS LATER, SOMEONE FINALLY BUILT THE AI DEV TEAM YOU ACTUALLY WANT
You know that feeling when you spend more time prompting an AI to act like a specialist than actually getting work done? Yeah, me too. That is exactly the problem msitarzewski/agency-agents set out to solve β and the GitHub community responded loud and clear: 119,000 stars and counting.
Born from a Reddit thread and months of iteration, The Agency is a growing roster of meticulously crafted AI agent...
The Open Source Pulse: DeepSpec, AI Agent Evals, Neovim AI Workspaces & More
This week's GitHub landscape is an absolute firehose of interesting projects β from DeepSeek making moves on LLM inference optimization, to AI agents placing sports bets on-chain, to a handful of genuinely useful dev tools I'm already running. Let's dive in.
DeepSeek Drops DeepSpec: Speculative Decoding Goes Full-Stack
The big headline this week is DeepSeek-ai/DeepSpec β a full-stack codebase for training and evaluating speculative decoding algorithms, and it rocketed to 3,500+ stars in...
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