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stochastic_gradient_descent_brothers
2024-11-11
/posts/optimazationmethods/sgd/2024-11-11-gradient_descent/
map[email:1522009317@qq.com name:fmh]
#SGD
finetune_llm_2
2024-11-04
/posts/resumeessentials/2024-11-04-finetune_llm_clip/
map[email:1522009317@qq.com name:fmh]
#CLIP
#Swin Transformer
前向传播_反向传播_计算图
2024-10-31
/posts/neuralnetworks/backpropagation/
map[email:1522009317@qq.com name:fmh]
#Backprop
parallel_quicksort
2024-10-27
/posts/personals/momentsoflife/2024-10-27-parallel_quicksort/
map[email:1522009317@qq.com name:fmh]
#Quicksort
#Parallel
Bernstein基函数
2024-10-25
/posts/clipmodel/2024-10-25-bernstein%E5%9F%BA%E5%87%BD%E6%95%B0/
map[email:1522009317@qq.com name:fmh]
#Bernstein
#贝塞尔曲线
刷题之走火入魔解法
2024-10-18
/posts/personals/momentsoflife/2024-10-18-%E5%88%B7%E9%A2%98%E4%B9%8B%E8%B5%B0%E7%81%AB%E5%85%A5%E9%AD%94%E8%A7%A3%E6%B3%95/
map[email:1522009317@qq.com name:fmh]
#刷题
起于快排终于全局解释器锁
2024-10-18
/posts/personals/momentsoflife/2024-10-18-%E8%B5%B7%E4%BA%8E%E5%BF%AB%E6%8E%92%E7%BB%88%E4%BA%8E%E5%85%A8%E5%B1%80%E8%A7%A3%E9%87%8A%E5%99%A8%E9%94%81/
map[email:1522009317@qq.com name:fmh]
#Quick Sort
#Pseudo-Random Number
#GIL
构建二叉树
2024-10-16
/posts/historicalsnippet/2024-10-16-%E6%9E%84%E5%BB%BA%E4%BA%8C%E5%8F%89%E6%A0%91/
map[email:1522009317@qq.com name:fmh]
#Binary Tree
#刷题
BERT模型论文精读笔记
2024-10-13
/posts/resumeessentials/bert%E8%AE%BA%E6%96%87%E7%B2%BE%E8%AF%BB%E7%AC%94%E8%AE%B0/
map[email:1522009317@qq.com name:fmh]
#BERT
#论文精读笔记
finetune_llm
2024-10-13
/posts/resumeessentials/2024-10-13-finetune_llm/
map[email:1522009317@qq.com name:fmh]
#SBERT
#BERT
#Finetuning
HR资面_FAQ
2024-10-09
/posts/resumeessentials/2024-10-09-hr%E8%B5%84%E9%9D%A2_faq/
map[email:1522009317@qq.com name:fmh]
#资格面试
三门抽奖游戏问题
2024-10-08
/posts/personals/momentsoflife/monty_hall_problem/
map[email:1522009317@qq.com name:fmh]
#经典概率问题，贝叶斯法则
脑筋急转弯
2024-09-30
/posts/historicalsnippet/2024-09-30-%E8%84%91%E7%AD%8B%E6%80%A5%E8%BD%AC%E5%BC%AF/
map[email:1522009317@qq.com name:fmh]
#刷题
外行人禁止入内
2024-09-28
/posts/historicalsnippet/2024-09-28-%E5%A4%96%E8%A1%8C%E4%BA%BA%E7%A6%81%E6%AD%A2%E5%85%A5%E5%86%85/
map[email:1522009317@qq.com name:fmh]
#编程考试
#刷题
牛客刷题之火车进出站–栈.md
2024-09-11
/posts/personals/momentsoflife/2024-09-11-%E7%89%9B%E5%AE%A2%E5%88%B7%E9%A2%98%E4%B9%8B%E7%81%AB%E8%BD%A6%E8%BF%9B%E5%87%BA%E7%AB%99%E6%A0%88/
map[email:1522009317@qq.com name:fmh]
#MomentOfLife
#考试
tech interview prepare (for my resume)
2024-09-03
/posts/resumeessentials/self_intro/
map[email:1522009317@qq.com name:fmh]
#Tech Interview
#Self-Intro
variational_inference
2024-09-01
/posts/neuralnetworks/variationalinference/
map[email:1522009317@qq.com name:fmh]
#Variational Inference
expectation_maximization
2024-08-30
/posts/optimazationmethods/em/expectation_maximization/
map[email:1522009317@qq.com name:fmh]
#Optimization
#EM
maximum_likelihood_estimate
2024-08-30
/posts/optimazationmethods/mle/maximum_likelihood_estimate/
map[email:1522009317@qq.com name:fmh]
#Optimization
#MLE
#GD/SGD
clipasso
2024-08-26
/posts/clipmodel/clipasso/
map[email:1522009317@qq.com name:fmh]
#CLIP
#多模态
#贝塞尔曲线
#样条函数
#简笔画
merge_exists_and_not_empty_directory
2024-08-21
/posts/thecli/gitops/2024-08-21-merge_exists_and_not_empty_directory/
map[email:1522009317@qq.com name:fmh]
#Git
Class-Importance Weighted F2 Score (F2-CIW)
2024-08-14
/posts/resumeessentials/2024-08-14-f2-score/
map[email:1522009317@qq.com name:fmh]
pipe_table_and_md_to_pdf
2024-08-05
/posts/thecli/md2pdf_using_pandoc/
map[email:1522009317@qq.com name:fmh]
#Markdown2pdf
#Pipe Table
matplotlibIssue
2024-08-01
/posts/py101/pyplot/matplotlibissue/
map[email:1522009317@qq.com name:fmh]
#Matplotlibrc
inspect_substrings_in_file_using_sed_awk_jq
2024-07-17
/posts/thecli/awk_sed_cat_head_etc/awk_use_cases/
map[email:1522009317@qq.com name:fmh]
#Sed
#Awk
#Jq
wsl2_and_unicode
2024-07-16
/posts/wsl2_and_unicode/
map[email:1522009317@qq.com name:fmh]
#Wsl2
#Unicode
#Jsonl
poor_dad
2024-07-15
/posts/personals/momentsoflife/poor_dad/
map[email:1522009317@qq.com name:fmh]
#生活点滴
#Parenting
python_module
2024-07-10
/posts/py101/python_module/
map[email:1522009317@qq.com name:fmh]
#Python
#Modules
Add_and_test_custom_font
2024-07-09
/posts/hugo101/2024-07-09-test_custom_font/
map[email:1522009317@qq.com name:fmh]
#Hugo
#Custom Fonts
#自定义字体
rime_trime
2024-07-06
/posts/personals/momentsoflife/rime_trime/
map[email:1522009317@qq.com name:fmh]
#雾凇拼音
#同文输入法
#多端配置同步
职称评审
2024-07-05
/posts/personals/engineering_career_ladder/
map[email:1522009317@qq.com name:fmh]
#生活点滴
#职场迷汤
so_long_and_no_thanks
2024-07-04
/posts/personals/momentsoflife/so_long/
map[email:1522009317@qq.com name:fmh]
#生活点滴，职场梦醒
Short_time_Fourier_Transform
2024-07-03
/posts/dsp101/2024-07-03-short_time_fourier_transform/
map[email:1522009317@qq.com name:fmh]
#STFT
Discrete_Fourier_Transform
2024-07-03
/posts/dsp101/2024-07-03-discrete_fourier_transform/
map[email:1522009317@qq.com name:fmh]
#DFT
#IDFT
ResNet
2024-06-29
/posts/neuralnetworks/resnet/
map[email:1522009317@qq.com name:fmh]
#Resnet
#Bottlenet-Block
#Residual
knowledge_distillation2
2024-06-28
/posts/neuralnetworks/modelcompression/2024-06-28-knowledge_distillation2/
map[email:1522009317@qq.com name:fmh]
#Generalized KD
#Imitation Learning
knowledge_distillation
2024-06-27
/posts/neuralnetworks/modelcompression/2024-06-27-knowledge_distillation/
map[email:1522009317@qq.com name:fmh]
#Distillation
#Tearch/Student Models
mixup_beyond_ERM
2024-06-27
/posts/lossfunctions/2024-06-27-mixup_beyond_empirical_risk_minimization/
map[email:1522009317@qq.com name:fmh]
#Mixup
#ERM
#VRM
MoCo
2024-06-16
/posts/neuralnetworks/moco/
map[email:1522009317@qq.com name:fmh]
what_is_Momentum
2024-06-16
/posts/optimazationmethods/sgd/2024-06-16-what_is_momentum/
map[email:1522009317@qq.com name:fmh]
#Momentum
#Moving Average
路由器wifi连不上_但手机流量可以
2024-06-16
/posts/personals/momentsoflife/2024-06-16-wifi%E8%BF%9E%E4%B8%8D%E4%B8%8A_%E4%BD%86%E6%89%8B%E6%9C%BA%E6%B5%81%E9%87%8F%E5%8F%AF%E4%BB%A5/
map[email:1522009317@qq.com name:fmh]
#WIFI
#Cellphone
#isp网络访问屏蔽
#生活点滴
calculate_gpu_vram_for_llama3-70B
2024-06-13
/posts/llms/2024-06-13-calculate_gpu_vram_for_llama3-70b/
map[email:1522009317@qq.com name:fmh]
#VRAM
#Llama3-70B
lean_principles
2024-06-03
/posts/ml101/mlteam101/lean_principles/
map[email:1522009317@qq.com name:fmh]
#Lean Principle
EffectiveML 01: Delivering successful ML projects
2024-06-03
/posts/ml101/mlteam101/feedback_loops_and_times_to_feedback/
map[email:1522009317@qq.com name:fmh]
#ML Teams
#Task Feedback
GPT-PROMPT
2024-05-27
/posts/llms/llm_prompt/
map[email:1522009317@qq.com name:fmh]
#GPT
#System Prompt
FAISS-IVFPQ
2024-05-22
/posts/faiss101/
map[email:1522009317@qq.com name:fmh]
#FAISS
#IVF
#乘积量化
Noise_in_DSP
2024-05-10
/posts/dsp101/2024-05-10-noise_in_dsp/
map[email:1522009317@qq.com name:fmh]
#White Noice
#Brownian Noice
#Pink Noice
#Gaussian Noice
sampling and aliasing
2024-05-04
/posts/dsp101/sampling_aliasing/
map[email:1522009317@qq.com name:fmh]
#Analog
#Digital
#Aliasing
#Nyquist Freqency
#DFT/FFT
spectral_decomposition
2024-05-03
/posts/dsp101/spectral_decomposition/
map[email:1522009317@qq.com name:fmh]
#Wave
#Signal
#DFT
#FFT
变分自编码器（VAE）
2024-05-01
/posts/neuralnetworks/variationalautoencoder/
map[email:1522009317@qq.com name:fmh]
#Auto-Encoder
#Variational Inference
#Reparametrization-Trick
LLMs_interview_faq
2024-04-26
/posts/llms/llm_faqs/
map[email:1522009317@qq.com name:fmh]
#Transformer Architecture
#GPT/BERT
#Self-Attention
Tokenization: BPE, Unigram and more
2024-04-22
/posts/llms/llm_tokenization/
map[email:1522009317@qq.com name:fmh]
#Tokenization
#BPE/BBPE
#Subword Chunking
test rendering of equations of latex in Hugo
2023-08-25
/posts/hugo101/test_math_equation_rendering/
map[email:1522009317@qq.com name:fmh]
#Hugo
#Latex
#Equation
#额外转义字符
利器4: Vim 编辑器 – 只因为在键盘之中，方向键太遥远
2022-08-13
/posts/thecli/thevim/2022-08-13-vim8/
map[email:1522009317@qq.com name:fmh]
#Vim
#Vimrc
利器1: Oh, My Tmux – 键盘驱动(为主)的工作流
2022-08-07
/posts/thecli/2022-08-07-tmux/
map[email:1522009317@qq.com name:fmh]
#Tmux
#Vim-Tmux-Navigator
利器2: Vimwiki 之 安装和适配数据科学的一些配置
2022-08-06
/posts/thecli/thevim/2022-07-15-vimwiki_part2/
map[email:1522009317@qq.com name:fmh]
#Vimwiki 配置
利器3: Jupyterlab and its Kernels
2022-07-22
/posts/thecli/2022-07-22-jupyterwithdskernels/
map[email:1522009317@qq.com name:fmh]
#Jupyterlab
#Kernels
利器2: Vimwiki 之 如何用 vimwiki 记笔记
2022-07-21
/posts/thecli/thevim/2022-07-15-vimwiki/
map[email:1522009317@qq.com name:fmh]
#Vimwiki
#Personal Wiki
Linear Regression: frequentist and bayesian
2021-08-25
/posts/regressionmodels/linear_regression/
map[email:1522009317@qq.com name:fmh]
#Least Square
#Coefficient Estimate
#Hypothesis Test
#SGD
#KL Divergence
#MLE/MAP
西瓜书_误差逆传播算法(BP)
2020-11-13
/posts/neuralnetworks/xgsbackprop/
map[email:1522009317@qq.com name:fmh]
#Backprop
#Booknotes
Book Notes: Probability and Information Theory
2020-08-07
/posts/lossfunctions/probability_information_theory/
map[email:1522009317@qq.com name:fmh]
#RV
#PMF/PDF
#Chain Rule
#Distributions
#Entropy
#KL Divergence
#Histogram
#Book Notes
Book Notes: semi-supervised clustering methods
2020-07-13
/posts/ml101/clusteringmethods/semi-supervised_clustering/
map[email:1522009317@qq.com name:fmh]
#Xgs
#Semi-Clutering
#K-Means
Book Notes: Optimization algorithms
2020-06-16
/posts/optimazationmethods/sgd/optimization_algorithms/
map[email:1522009317@qq.com name:fmh]
#SGD
Book Notes: second order approximation (1)
2020-06-16
/posts/optimazationmethods/sgd/approximate_second-order_methods/
map[email:1522009317@qq.com name:fmh]
#Newton's method
#Hessian Matrix
Book Notes: clustering methods
2020-06-13
/posts/ml101/clusteringmethods/prototype-based_clustering/
map[email:1522009317@qq.com name:fmh]
#Xgs
#Clutering
#K-Means
#GMMs
Book Notes: Deep-Forest Model
2019-08-31
/posts/ml101/treebasedmodels/deepforest/
map[email:1522009317@qq.com name:fmh]
#Xgs
#DeepForest
#Book Notes
Book Notes: Tree-based Models
2019-08-31
/posts/ml101/treebasedmodels/treemodels/
map[email:1522009317@qq.com name:fmh]
#Xgs
#DTs
#Book Notes