Junya Yang | Academic Homepage

Junya Yang | Academic Homepage

Search above or use the Tag Navigator to narrow the notebook.

01

02

PyG-Common GCN Layer

03

04

SP-HyperDecoder

05

Bioinformatics-Overview

06

Machine Learning Overview

07

DV-01-Introduction

08

09

DV-06-Designe Principles

10

DV-07-Basic Charts

11

DV-08-High Dimensional

12

DV-09-Interaction

13

DV-10-Geospatial Visualisation

14

Bayesian-04-Clique Tree

15

DV-03-Perception and Principles

16

DV-04-Data Mapping

17

DV-05-Color Vision

18

DV-04-Data Mapping

19

05-NC-Numerical Differentiation and Integration

20

21

Numerical Computation Interpolation

22

Bayesian-05-Parameter Learning

23

Bayesian-06-Structure Learning

24

25

26

DSA-Binary Search Tree

27

28

29

Numerical Computation Systems of Equations

30

31

Bayesian-03-Variable-Elimination

32

Bayesian-02-Bayesian-Network-Representation

33

Algorithm Analysis

34

35

Numerical-Computation-As-2

36

Numerical Computation Fundamentals

37

Numerical Computation Solving Equations

38

Numerical-Computation-As-1

39

Bayesian-01-Probability-Theory

40

41

05-CG-Rasterization

42

06-CG-Raycasting

43

44

02-CG-Texture Mapping

45

46

SE-Design and Implementation

47

SE-Specification

48

49

CG-Assignment-3

50

51

52

53

54

55

05-FP-Higher-Order Functions

56

57

CG-Assignment-2

58

59

60

61

62

CG-Assignment-1

63

CG-Viewing Transformation

64

CG-Rasterization

65

CG-Modeling Transformation

66

SE-Software Process Model

67

68

CSN & cCSN & PC

69

70

71

CV-Project-Report

72

73

74

75

ML-Distance Measure

76

ML-Density Estimation

77

ML-Distance Measure

78

ML-Expectation Maximization

79

ML-Hierarchical Clustering

80

81

ML-Mean Shift Algorithm

82

ML-Likelihood Function

83

84

BDA-Stream Data

85

ML-Evaluation of Classifiers

86

87

88

89

90

CV-Generate Model

91

CV-Netural Network

92

Bioinfo-Matrix-Operations

93

Bioinfo-Network

94

BDA-Project-Report

95

Compiler-Intermediate Code Generation & Code Optimization

96

97

98

Object Detection

99

100

11-TOC-Undecidability and Reducibility

101

102

Dimensionality Reduction

103

104

105

Compiler-Solution For LR Parsing Algorithm, LR(0) items, SLR Parsing Table Construction

106

107

Compiler-solution for First set, Follow set and LL(1) Parsing table

108

Bioinfo-Project

109

110

111

112

Prompting Engineering Guide

113

114

09-TOC-TM Variants

115

Compiler Semantic Analysis

116

Compiler Project Language Features

117

Comment Filtering System

118

119

120

121

122

123

124

BDA-Find Similar Items

125

126

127

Compiler Introduction

128

Compiler Lexical Analysis

129

Compiler Syntax Analysis

130

131

Normalization Methods

132

133

Bioinfo-Overview

134

135

05-TOC-Pumping Lemma

136

Weight Initialization

137

138

139

140

From-Gates-to-Circuits-I-Combinational-Circuits

141

142

143

144

Cross Validation

145

146

Bayesian Estimation

147

148

149

150

151

152

03-TOC-Finite Automata

153

154

Bioinfo-Assignment-1

155

Homology_Protein

156

Pairwise-sequence-alignment

157

158

Pairwise-sequence-alignment

159

160

Statictical Learning

161

Network deconvolution as a general method to distinguish direct dependencies in networks

162

Network deconvolution as a general method to distinguish direct dependencies in networks

163

164

Fourier Transformation

165

Computer Vision Overview

166

167

168

169

170

Signal and Image Processing

171

172

173

Softmax and Argmax

174

Softmax Regression

175

176

177

K Cross Verified

178

Overfitting and Underfitting

179

180

CoT Indivisual Report

181

CoT Indivisual Report Script

182

CoT Reading List

183

NoSQL-Assignment-2

184

An integration approach of hybrid databases based on SQL in cloud computing environment

185

186

187

Prompting and In-Context Learning

188

NoSQL-Assignment

189

NoSQL-Assignment

190

Parameter-Efficient Fine-Tuning

191

Chain-of-Thought Reasoning Without Prompting

192

193

194

195

196

197

198

199

200

Manacher Algorithm

201

202

203

Basic-Algorithm-Overview

204

205

206

07-Standardized Networks

207

208

DAA-Programming-Assignment

209

DAA-Assignment-2

210

05-Transport Layer

211

08-Virtual Memory

212

09-File System Interface

213

10-File System Implementation

214

215

Chat-Application

216

217

Regular-Expression

218

04-Network Layer

219

220

221

06-Process Synchronization

222

Graph-algorithm

223

Back Propagation

224

Activation Function

225

226

Gradient Descent

227

DAA-Assignment-1

228

229

Enumeration-subset

230

Courier Station Information Management System

231

Data-Communication-Network

232

02-Physical Layer

233

03-Data Link Layer

234

235

05-CPU Scheduling

236

237

02-Operating System Structure

238

239

DAA-Assignment-0

240

Linux Basic Operation

241

Divide-and-Conquer

242

243

244

245

246

247

248

249

250

01-Operating System Introduction

251

252

Git-For-Beginners

253

01-Basic Concepts

254

255

Vue-Application

256

257

258

259

递归-二叉树

260

Git-Introduction

261

CSS-Introduction

262

Git-Remote-Repository

263

Git-Workflow-Model

264

265

266

Computer Organization

267

268

07-Null-Subquery

269

08-Set-Operation-&-Where-Subquery

270

09-Division-and-Correlated-Subquery

271

10-Advanced-SQL

272

273

Calculate Structure Entropy

274

275

276

277

278

279

280

281

From-Machine-Language-to-Assembly-Language

282

283

02-Cross-table-Query

284

285

286

05-Data-Definition

287

06-Data-Modification

288

289

CO-Assignment-1

290

CO-Assignment-2

291

CO-Assignment-3

292

CO-Assignment-4

293

294

295

Bits Data Representation and Manipulation

296

Boolean Algebra: From Bits to Logic

297

Finite-State-Machine

298

299

01-Entity-Relationship-Model-Modeling

300

02-Entity-Relationship-Model-Constraints

301

03-Entity-Relationship-Model-Extended-Features

302

04-Design-Issues

303

05-Logical-Design

304

305

07-Relational-Database-Design-Purpose-&-First-Normal-Form

306

08-Relational-Database-Design-Functional-Dependency

307

09-Relational-Database-Design-BCNF

308

10-Relational-Database-Design-3rd-Normal-Form

309

310

From-Gates-to-Circuits-II-Sequential-Circuits

311

From-Transistors-to-Gates

312

Microarchitecture

313

314

DSA Assignment 1

315

What is a Computer

316

Hands on Data Analytics for Everyone

Junya Yang

CUHK Computer Science · Bioinformatics · AI Agents