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BEIR
HotpotQA
MTEB (Massive Text Embedding Benchmark)
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embeddings
CLIP
Embed v3
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Word2Vec
llms
Claude
Gemini
Getting started with LLaMA 2
Glitch tokens
GPT-4
InstructZero
LazyAxolotl
LLMs
Mamba: Linear-Time Sequence Modeling with Selective State Spaces
MIRACL
vLLM
MIT 6.0002
Breadth-first search in a graph
Brute force for an optimization problem
Central Limit Theorem
Clustering
Coefficient of Determination
Computer models
Confidence intervals
Cross validation
Data
Depth-first search in a graph
Dynamic programming
Empirical Rule
Features
Gambler's Fallacy
Graphs
Greedy algorithms for optimization problems
How to find the right model
Inferential Statistics
Law of Large Numbers
Least Squares Objective Function
Lecture 1: Introduction, Optimization Problems
Linear regression
Machine Learning
Minkowski Metric (Distance)
Model metrics
Modelling a spring
Monte Carlo Simulations
Normal Distribution
Objective functions
Optimization models
Probability
Probability Density Function
Probability Distributions
Random numbers
Random Walks
Regression to the Mean
Sampling
Sanity checks
Shortest path in a graph
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Skew
Standard Error of the Mean
Stochastic processes
Supervised-Unsupervised Learning
Testing a model
The Birthday Problem
The Knapsack Problem
Uncertainty
Validation
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15ai
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Binary or Step function
Extreme Learning Machines
GPTQ
Hubber Regressor
Hyperbolic tangent function (tanh)
Hyperparameters
LangChain 🦜🔗
Linear function
Liquid Neural Networks
LLM Speed Performance
LLM Visualization
LLMs (Large Language Models)
LoRA
Loss functions
Multi-hop queries
Papers With Code: State Of The Art
Prompt Engineering
RANSAC Regression
ReLU
Retrieval Augmented Generation
Sanctuary
Semantic Search
Sigmoid
Softmax
Theil Sen Regression
Transformers.js
android
Android API Levels and Usage
architecture
API Gateway
API Key Authentication
Autonomous Systems
AWS Lambda Runtimes
Basic Authentication
Border Gateway Protocol
Cache concepts
Designing REST APIs Guidelines
Diagrams
Long Polling
OAuth Authentication
Rate Limiting
REST Authentication methods
Short polling
Token Authentication
blender
Animations (Blender)
AutoKeying
Blender
Blender Marketplaces
Depth of Field (Blender)
Graph Editor (Blender)
Layout workspace (Blender)
Render on AWS
Supported GPUs
Texture exporting
Texture Painting
UV Mapping
Workspaces in Blender
databases
Detecting Locks in PostgreSQL
PostgreSQL
PostgreSQL Column Sizes
PostgreSQL Vacuuming
Redis AOF (Append Only File)
Saving DB backup before a destructive operation
development
code_analysis
Code Coverage
Static Code Analysis
css
CSS Grid Layouts
javascript
KeyCode.info
MockServiceWorker
python
Checking for NaN without imports
line_profiler
Numba Performance notes
pip
Python cache
Python Missing Libraries
Python Notebook Profiling
Quickly Creating a Production-Ready API Using FastAPI and Docker… Explained with Memes (DockerCon 2022 notes)
tracemalloc
sql
SQLBolt
typescript
Static interfaces
finance
Beta
Derivatives
Stop-Limit orders
Time Weighted Return
formats
bfloat16
HEIC
JPEG
JSON Lines
links
Habit Method Cards
JenkinsFile guide
mac
Apple Photos Sync Log
Fixing high CPU usage by Spotlight
Manually downloading or evicting iCloud files
OSStatus
Troubleshooting iCloud Drive Sync
management
Disagree and commit
Manager's ReadMe
Technical Debt
math
Welford's method for computing variance
projects
dotfiles
security
Accessing multiple Kubernetes clusters
Building Observability for the 99% developers (DockerCon 2022 notes)
Creating a new user with SSH access in Linux
Cryptographic Algorithms
Downloading SSL certificate from a website
HS256
JSON Web Tokens
Kubectl snippets
Setting up GitHub pages with HTTPS
serverless
API Gateway Mappings
AWS Lambdas
Hosting webs with S3 AWS and Serverless
tools
Bash Expansions
Command line interface guidelines
Command line snippets
curl
Docker snippets
Downloading likes from TikTok
Extract lyrics from beet mp3 files
git aliases within oh my zsh
git snippets
grep
iterm2 notifications
Jenkins Git Plugin
lighttpd
Migrating all Redis keys to another instance
nbdime and nbdiff
Protomaps
QR Codes for Wifi access
Reducing git history size
RegEx tester tools
Setting up a quick Jupyter Server in AWS
SSH Cheatsheet
Uploading files to AWS instances
zip snippets
ux
Fonts
Laws of UX
Psychology of Speed: A Guide to Perceived Performance
Advertising Technology
Bloom filter
Complexity classes
MDN Curriculum
Polyphasic Sleep
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HS256
HS256
Dec 21, 2024
1 min read
security
cryptography
to_complete
HMAC with SHA-256
Sources
HS256
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